Work in progress: performance regression tracking
Note:
- missing
LastRun is likely to occur when no runs happened for more than a week, so the values would be the same as LastWeek.
- missing summary values are likely to occur due to the missing timing values, for example, due to the performance regression a question haven’t finished, then we should not skip it during calculating
mean. As a result there might be not much to show.
- entries that are constantly missing are removed (like not yet implemented, or pandas 1e9).
- first run timings are used in calculations.
- timing metrics are not normalized when passing to
mean, thus mean over data sizes (1e7, 1e8, 1e9) will do something like mean(c(0.1, 1, 10)). As a result mean over time is not matching mean over percent metrics.
Solution
data.table
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
3.5
|
|
|
|
|
3.5
|
-3%
|
3.3
|
-5%
|
|
2
|
4.3
|
|
|
|
|
3.5
|
23%
|
3.5
|
16%
|
|
3
|
5.4
|
|
|
|
|
4.8
|
11%
|
4.5
|
14%
|
|
4
|
6.1
|
|
|
|
|
6.1
|
2%
|
5.6
|
10%
|
|
5
|
5.9
|
|
|
|
|
5.5
|
9%
|
4.9
|
11%
|
|
6
|
47.2
|
|
|
|
|
47.9
|
-2%
|
|
|
|
7
|
128.6
|
|
|
|
|
106.7
|
17%
|
|
|
|
8
|
167.6
|
|
|
|
|
146.9
|
11%
|
|
|
|
9
|
16.0
|
|
|
|
|
14.7
|
9%
|
43.9
|
-46%
|
|
10
|
67.2
|
|
|
|
|
68.1
|
1%
|
93.7
|
-12%
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
1.1
|
|
|
|
|
1.1
|
6%
|
|
|
|
1e8
|
11.1
|
|
|
|
|
9.9
|
9%
|
|
|
|
1e9
|
123.3
|
|
|
|
|
111.3
|
8%
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
45.2
|
|
|
|
|
40.8
|
8%
|
|
|
|
1e1
|
|
|
|
|
|
|
|
|
|
|
2e0
|
158.3
|
|
|
|
|
141.9
|
3%
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
45.2
|
|
|
|
|
40.8
|
8%
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
45.2
|
|
|
|
|
40.8
|
8%
|
|
|
|
1
|
43.1
|
|
|
|
|
36.2
|
18%
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.1
|
|
|
|
|
0.2
|
-33%
|
0.2
|
-32%
|
|
1
|
1e8
|
1.1
|
|
|
|
|
0.9
|
23%
|
1.0
|
12%
|
|
1
|
1e9
|
9.1
|
|
|
|
|
9.3
|
-2%
|
8.7
|
4%
|
|
2
|
1e7
|
0.1
|
|
|
|
|
0.1
|
7%
|
0.1
|
0%
|
|
2
|
1e8
|
1.3
|
|
|
|
|
1.0
|
40%
|
1.0
|
28%
|
|
2
|
1e9
|
11.5
|
|
|
|
|
9.3
|
23%
|
9.5
|
20%
|
|
3
|
1e7
|
0.2
|
|
|
|
|
0.1
|
26%
|
0.1
|
28%
|
|
3
|
1e8
|
1.4
|
|
|
|
|
1.5
|
-6%
|
1.5
|
-8%
|
|
3
|
1e9
|
14.5
|
|
|
|
|
12.8
|
13%
|
11.8
|
22%
|
|
4
|
1e7
|
0.2
|
|
|
|
|
0.2
|
7%
|
0.2
|
21%
|
|
4
|
1e8
|
1.6
|
|
|
|
|
1.5
|
0%
|
1.6
|
-1%
|
|
4
|
1e9
|
16.4
|
|
|
|
|
16.4
|
0%
|
14.9
|
10%
|
|
5
|
1e7
|
0.2
|
|
|
|
|
0.2
|
23%
|
0.2
|
11%
|
|
5
|
1e8
|
1.4
|
|
|
|
|
1.5
|
-2%
|
1.5
|
-1%
|
|
5
|
1e9
|
16.0
|
|
|
|
|
14.9
|
7%
|
13.0
|
22%
|
|
6
|
1e7
|
1.1
|
|
|
|
|
1.2
|
-5%
|
|
|
|
6
|
1e8
|
11.4
|
|
|
|
|
11.6
|
-1%
|
|
|
|
6
|
1e9
|
129.0
|
|
|
|
|
131.0
|
-1%
|
|
|
|
7
|
1e7
|
3.3
|
|
|
|
|
3.0
|
9%
|
|
|
|
7
|
1e8
|
35.6
|
|
|
|
|
28.8
|
23%
|
|
|
|
7
|
1e9
|
346.8
|
|
|
|
|
288.2
|
20%
|
|
|
|
8
|
1e7
|
3.4
|
|
|
|
|
3.1
|
9%
|
|
|
|
8
|
1e8
|
36.1
|
|
|
|
|
32.5
|
11%
|
|
|
|
8
|
1e9
|
463.2
|
|
|
|
|
405.2
|
14%
|
|
|
|
9
|
1e7
|
1.1
|
|
|
|
|
1.0
|
12%
|
1.4
|
-20%
|
|
9
|
1e8
|
4.3
|
|
|
|
|
4.0
|
6%
|
9.4
|
-54%
|
|
9
|
1e9
|
42.6
|
|
|
|
|
39.0
|
9%
|
121.0
|
-64%
|
|
10
|
1e7
|
1.5
|
|
|
|
|
1.5
|
3%
|
1.6
|
-5%
|
|
10
|
1e8
|
16.6
|
|
|
|
|
16.2
|
2%
|
16.6
|
0%
|
|
10
|
1e9
|
183.4
|
|
|
|
|
186.7
|
-1%
|
262.8
|
-30%
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
3.5
|
|
|
|
|
3.5
|
-3%
|
3.3
|
-5%
|
|
1
|
1e1
|
5.5
|
|
|
|
|
5.1
|
12%
|
5.0
|
15%
|
|
1
|
2e0
|
5.4
|
|
|
|
|
5.5
|
-5%
|
6.5
|
-5%
|
|
2
|
1e2
|
4.3
|
|
|
|
|
3.5
|
23%
|
3.5
|
16%
|
|
2
|
1e1
|
5.5
|
|
|
|
|
4.8
|
30%
|
4.2
|
40%
|
|
2
|
2e0
|
6.6
|
|
|
|
|
5.7
|
0%
|
5.9
|
7%
|
|
3
|
1e2
|
5.4
|
|
|
|
|
4.8
|
11%
|
4.5
|
14%
|
|
3
|
1e1
|
10.9
|
|
|
|
|
9.5
|
6%
|
9.3
|
9%
|
|
3
|
2e0
|
213.7
|
|
|
|
|
213.2
|
2%
|
|
|
|
4
|
1e2
|
6.1
|
|
|
|
|
6.1
|
2%
|
5.6
|
10%
|
|
4
|
1e1
|
8.6
|
|
|
|
|
8.4
|
-3%
|
8.5
|
0%
|
|
4
|
2e0
|
8.1
|
|
|
|
|
7.8
|
-1%
|
|
|
|
5
|
1e2
|
5.9
|
|
|
|
|
5.5
|
9%
|
4.9
|
11%
|
|
5
|
1e1
|
14.0
|
|
|
|
|
10.2
|
19%
|
10.1
|
21%
|
|
5
|
2e0
|
4.2
|
|
|
|
|
3.6
|
9%
|
3.7
|
23%
|
|
6
|
1e2
|
47.2
|
|
|
|
|
47.9
|
-2%
|
|
|
|
6
|
1e1
|
40.5
|
|
|
|
|
39.4
|
0%
|
|
|
|
6
|
2e0
|
3.0
|
|
|
|
|
3.0
|
7%
|
|
|
|
7
|
1e2
|
128.6
|
|
|
|
|
106.7
|
17%
|
|
|
|
7
|
1e1
|
|
|
|
|
|
994.1
|
|
|
|
|
7
|
2e0
|
703.2
|
|
|
|
|
606.6
|
14%
|
|
|
|
8
|
1e2
|
167.6
|
|
|
|
|
146.9
|
11%
|
|
|
|
8
|
1e1
|
195.1
|
|
|
|
|
165.0
|
17%
|
|
|
|
8
|
2e0
|
826.2
|
|
|
|
|
728.6
|
11%
|
|
|
|
9
|
1e2
|
16.0
|
|
|
|
|
14.7
|
9%
|
43.9
|
-46%
|
|
9
|
1e1
|
|
|
|
|
|
|
|
27.8
|
|
|
9
|
2e0
|
1.6
|
|
|
|
|
1.5
|
8%
|
2.5
|
-35%
|
|
10
|
1e2
|
67.2
|
|
|
|
|
68.1
|
1%
|
93.7
|
-12%
|
|
10
|
1e1
|
15.0
|
|
|
|
|
14.0
|
0%
|
11.1
|
20%
|
|
10
|
2e0
|
10.9
|
|
|
|
|
10.8
|
1%
|
37.3
|
-72%
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
1.1
|
|
|
|
|
1.1
|
6%
|
|
|
|
1e2
|
1e8
|
11.1
|
|
|
|
|
9.9
|
9%
|
|
|
|
1e2
|
1e9
|
123.3
|
|
|
|
|
111.3
|
8%
|
|
|
|
1e1
|
1e7
|
6.6
|
|
|
|
|
5.9
|
6%
|
|
|
|
1e1
|
1e8
|
71.6
|
|
|
|
|
61.7
|
11%
|
|
|
|
1e1
|
1e9
|
|
|
|
|
|
|
|
|
|
|
2e0
|
1e7
|
28.7
|
|
|
|
|
25.8
|
3%
|
|
|
|
2e0
|
1e8
|
284.8
|
|
|
|
|
248.9
|
3%
|
|
|
|
2e0
|
1e9
|
166.1
|
|
|
|
|
164.5
|
5%
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
3.5
|
|
|
|
|
3.5
|
-3%
|
3.3
|
-5%
|
|
1e2
|
2
|
4.3
|
|
|
|
|
3.5
|
23%
|
3.5
|
16%
|
|
1e2
|
3
|
5.4
|
|
|
|
|
4.8
|
11%
|
4.5
|
14%
|
|
1e2
|
4
|
6.1
|
|
|
|
|
6.1
|
2%
|
5.6
|
10%
|
|
1e2
|
5
|
5.9
|
|
|
|
|
5.5
|
9%
|
4.9
|
11%
|
|
1e2
|
6
|
47.2
|
|
|
|
|
47.9
|
-2%
|
|
|
|
1e2
|
7
|
128.6
|
|
|
|
|
106.7
|
17%
|
|
|
|
1e2
|
8
|
167.6
|
|
|
|
|
146.9
|
11%
|
|
|
|
1e2
|
9
|
16.0
|
|
|
|
|
14.7
|
9%
|
43.9
|
-46%
|
|
1e2
|
10
|
67.2
|
|
|
|
|
68.1
|
1%
|
93.7
|
-12%
|
|
1e1
|
1
|
5.5
|
|
|
|
|
5.1
|
12%
|
5.0
|
15%
|
|
1e1
|
2
|
5.5
|
|
|
|
|
4.8
|
30%
|
4.2
|
40%
|
|
1e1
|
3
|
10.9
|
|
|
|
|
9.5
|
6%
|
9.3
|
9%
|
|
1e1
|
4
|
8.6
|
|
|
|
|
8.4
|
-3%
|
8.5
|
0%
|
|
1e1
|
5
|
14.0
|
|
|
|
|
10.2
|
19%
|
10.1
|
21%
|
|
1e1
|
6
|
40.5
|
|
|
|
|
39.4
|
0%
|
|
|
|
1e1
|
7
|
|
|
|
|
|
994.1
|
|
|
|
|
1e1
|
8
|
195.1
|
|
|
|
|
165.0
|
17%
|
|
|
|
1e1
|
9
|
|
|
|
|
|
|
|
27.8
|
|
|
1e1
|
10
|
15.0
|
|
|
|
|
14.0
|
0%
|
11.1
|
20%
|
|
2e0
|
1
|
5.4
|
|
|
|
|
5.5
|
-5%
|
6.5
|
-5%
|
|
2e0
|
2
|
6.6
|
|
|
|
|
5.7
|
0%
|
5.9
|
7%
|
|
2e0
|
3
|
213.7
|
|
|
|
|
213.2
|
2%
|
|
|
|
2e0
|
4
|
8.1
|
|
|
|
|
7.8
|
-1%
|
|
|
|
2e0
|
5
|
4.2
|
|
|
|
|
3.6
|
9%
|
3.7
|
23%
|
|
2e0
|
6
|
3.0
|
|
|
|
|
3.0
|
7%
|
|
|
|
2e0
|
7
|
703.2
|
|
|
|
|
606.6
|
14%
|
|
|
|
2e0
|
8
|
826.2
|
|
|
|
|
728.6
|
11%
|
|
|
|
2e0
|
9
|
1.6
|
|
|
|
|
1.5
|
8%
|
2.5
|
-35%
|
|
2e0
|
10
|
10.9
|
|
|
|
|
10.8
|
1%
|
37.3
|
-72%
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.1
|
|
|
|
|
1.1
|
6%
|
|
|
|
0
|
1e8
|
11.1
|
|
|
|
|
9.9
|
9%
|
|
|
|
0
|
1e9
|
123.3
|
|
|
|
|
111.3
|
8%
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.1
|
|
|
|
|
1.1
|
6%
|
|
|
|
0
|
1e8
|
11.1
|
|
|
|
|
9.9
|
9%
|
|
|
|
0
|
1e9
|
123.3
|
|
|
|
|
111.3
|
8%
|
|
|
|
1
|
1e7
|
1.1
|
|
|
|
|
1.0
|
17%
|
|
|
|
1
|
1e8
|
10.8
|
|
|
|
|
8.9
|
12%
|
|
|
|
1
|
1e9
|
117.3
|
|
|
|
|
98.7
|
26%
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
3.2
|
|
|
|
|
3.2
|
5%
|
|
|
|
2
|
2.8
|
|
|
|
|
2.6
|
3%
|
|
|
|
3
|
5.3
|
|
|
|
|
5.2
|
6%
|
|
|
|
4
|
2.9
|
|
|
|
|
2.6
|
21%
|
|
|
|
5
|
14.6
|
|
|
|
|
14.2
|
4%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
1.1
|
|
|
|
|
1.0
|
12%
|
|
|
|
1e8
|
10.5
|
|
|
|
|
10.1
|
4%
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
5.8
|
|
|
|
|
5.6
|
8%
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
5.8
|
|
|
|
|
5.6
|
8%
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.6
|
|
|
|
|
0.5
|
10%
|
|
|
|
1
|
1e8
|
5.9
|
|
|
|
|
5.9
|
0%
|
|
|
|
2
|
1e7
|
0.5
|
|
|
|
|
0.5
|
0%
|
|
|
|
2
|
1e8
|
5.2
|
|
|
|
|
4.8
|
6%
|
|
|
|
3
|
1e7
|
1.0
|
|
|
|
|
0.9
|
11%
|
|
|
|
3
|
1e8
|
9.6
|
|
|
|
|
9.4
|
1%
|
|
|
|
4
|
1e7
|
0.6
|
|
|
|
|
0.4
|
34%
|
|
|
|
4
|
1e8
|
5.2
|
|
|
|
|
4.8
|
8%
|
|
|
|
5
|
1e7
|
2.7
|
|
|
|
|
2.6
|
5%
|
|
|
|
5
|
1e8
|
26.5
|
|
|
|
|
25.8
|
2%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.1
|
|
|
|
|
1.0
|
12%
|
|
|
|
0
|
1e8
|
10.5
|
|
|
|
|
10.1
|
4%
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.1
|
|
|
|
|
1.0
|
12%
|
|
|
|
0
|
1e8
|
10.5
|
|
|
|
|
10.1
|
4%
|
|
|
dplyr
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
14.0
|
13.8
|
1%
|
15.1
|
-2%
|
13.9
|
2%
|
8.2
|
74%
|
|
2
|
37.4
|
38.0
|
-1%
|
36.3
|
1%
|
37.4
|
0%
|
28.6
|
48%
|
|
3
|
177.8
|
179.8
|
-2%
|
180.0
|
-2%
|
178.1
|
-1%
|
83.8
|
105%
|
|
4
|
33.1
|
32.8
|
2%
|
34.0
|
0%
|
33.0
|
3%
|
30.8
|
7%
|
|
5
|
192.5
|
186.4
|
0%
|
190.6
|
-1%
|
186.6
|
2%
|
189.7
|
0%
|
|
6
|
68.9
|
73.5
|
-2%
|
70.3
|
-1%
|
69.4
|
0%
|
|
|
|
7
|
220.5
|
271.7
|
-8%
|
276.5
|
-9%
|
216.6
|
0%
|
|
|
|
8
|
496.0
|
570.5
|
-5%
|
575.4
|
-6%
|
490.3
|
0%
|
|
|
|
9
|
56.5
|
57.3
|
-1%
|
67.3
|
-6%
|
55.7
|
1%
|
|
|
|
10
|
63.7
|
61.5
|
3%
|
63.7
|
0%
|
61.7
|
3%
|
|
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
8.0
|
7.8
|
0%
|
8.1
|
-1%
|
7.8
|
2%
|
|
|
|
1e8
|
29.8
|
30.4
|
-1%
|
30.1
|
-1%
|
29.9
|
0%
|
|
|
|
1e9
|
400.6
|
442.3
|
-4%
|
449.9
|
-6%
|
395.3
|
0%
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
141.2
|
154.7
|
-1%
|
157.2
|
-3%
|
139.5
|
1%
|
|
|
|
1e1
|
139.9
|
136.8
|
0%
|
132.3
|
0%
|
136.2
|
1%
|
|
|
|
2e0
|
64.9
|
64.9
|
1%
|
66.4
|
0%
|
66.3
|
0%
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
141.2
|
154.7
|
-1%
|
157.2
|
-3%
|
139.5
|
1%
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
141.2
|
154.7
|
-1%
|
157.2
|
-3%
|
139.5
|
1%
|
|
|
|
1
|
137.2
|
136.1
|
0%
|
|
|
136.4
|
0%
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.4
|
0.4
|
0%
|
0.4
|
3%
|
0.4
|
4%
|
0.2
|
88%
|
|
1
|
1e8
|
3.6
|
3.6
|
1%
|
3.7
|
-2%
|
3.6
|
0%
|
2.2
|
63%
|
|
1
|
1e9
|
38.1
|
37.5
|
1%
|
41.3
|
-7%
|
37.6
|
1%
|
22.2
|
71%
|
|
2
|
1e7
|
0.8
|
0.8
|
0%
|
0.8
|
2%
|
0.8
|
3%
|
0.5
|
76%
|
|
2
|
1e8
|
9.3
|
9.5
|
-1%
|
9.5
|
-2%
|
9.5
|
-1%
|
6.6
|
40%
|
|
2
|
1e9
|
102.0
|
103.6
|
-1%
|
98.7
|
3%
|
102.0
|
0%
|
78.6
|
29%
|
|
3
|
1e7
|
1.3
|
1.5
|
-7%
|
1.4
|
-5%
|
1.4
|
-2%
|
0.7
|
84%
|
|
3
|
1e8
|
37.0
|
36.8
|
0%
|
37.0
|
0%
|
37.4
|
-1%
|
16.8
|
119%
|
|
3
|
1e9
|
495.1
|
501.0
|
-1%
|
501.4
|
-1%
|
495.4
|
0%
|
233.8
|
111%
|
|
4
|
1e7
|
0.6
|
0.6
|
0%
|
0.6
|
0%
|
0.6
|
7%
|
0.6
|
10%
|
|
4
|
1e8
|
8.7
|
8.2
|
6%
|
8.5
|
1%
|
8.5
|
2%
|
8.3
|
4%
|
|
4
|
1e9
|
89.9
|
89.6
|
0%
|
92.9
|
-3%
|
90.0
|
0%
|
83.4
|
7%
|
|
5
|
1e7
|
1.5
|
1.5
|
-2%
|
1.6
|
-7%
|
1.5
|
2%
|
1.5
|
1%
|
|
5
|
1e8
|
37.9
|
38.2
|
0%
|
37.6
|
0%
|
37.9
|
0%
|
39.1
|
-2%
|
|
5
|
1e9
|
538.0
|
519.6
|
3%
|
532.6
|
1%
|
520.5
|
3%
|
528.6
|
1%
|
|
6
|
1e7
|
1.7
|
1.7
|
2%
|
1.7
|
0%
|
1.7
|
2%
|
|
|
|
6
|
1e8
|
15.9
|
16.7
|
-4%
|
16.3
|
-2%
|
16.0
|
0%
|
|
|
|
6
|
1e9
|
189.2
|
202.0
|
-6%
|
192.9
|
-1%
|
190.6
|
0%
|
|
|
|
7
|
1e7
|
1.7
|
1.7
|
-2%
|
1.8
|
-5%
|
1.7
|
1%
|
|
|
|
7
|
1e8
|
39.1
|
39.7
|
-1%
|
39.9
|
-1%
|
39.7
|
-1%
|
|
|
|
7
|
1e9
|
620.8
|
773.7
|
-19%
|
787.8
|
-21%
|
608.4
|
2%
|
|
|
|
8
|
1e7
|
6.7
|
6.7
|
0%
|
7.0
|
-4%
|
6.7
|
0%
|
|
|
|
8
|
1e8
|
104.5
|
108.3
|
-3%
|
106.0
|
-1%
|
104.6
|
0%
|
|
|
|
8
|
1e9
|
1376.7
|
1596.6
|
-13%
|
1613.3
|
-14%
|
1359.7
|
1%
|
|
|
|
9
|
1e7
|
1.5
|
1.4
|
3%
|
1.5
|
0%
|
1.4
|
4%
|
|
|
|
9
|
1e8
|
12.2
|
13.1
|
-6%
|
12.5
|
-1%
|
12.2
|
0%
|
|
|
|
9
|
1e9
|
155.9
|
157.5
|
0%
|
188.0
|
-17%
|
153.5
|
1%
|
|
|
|
10
|
1e7
|
63.7
|
61.5
|
3%
|
63.7
|
0%
|
61.7
|
3%
|
|
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
14.0
|
13.8
|
1%
|
15.1
|
-2%
|
13.9
|
2%
|
8.2
|
74%
|
|
1
|
1e1
|
12.1
|
12.8
|
0%
|
12.8
|
0%
|
12.4
|
3%
|
5.0
|
147%
|
|
1
|
2e0
|
10.9
|
10.7
|
3%
|
10.9
|
0%
|
10.8
|
1%
|
5.1
|
146%
|
|
2
|
1e2
|
37.4
|
38.0
|
-1%
|
36.3
|
1%
|
37.4
|
0%
|
28.6
|
48%
|
|
2
|
1e1
|
24.0
|
23.2
|
1%
|
24.0
|
0%
|
24.1
|
3%
|
12.9
|
114%
|
|
2
|
2e0
|
20.1
|
20.0
|
2%
|
20.6
|
-3%
|
20.0
|
2%
|
8.0
|
164%
|
|
3
|
1e2
|
177.8
|
179.8
|
-2%
|
180.0
|
-2%
|
178.1
|
-1%
|
83.8
|
105%
|
|
3
|
1e1
|
401.8
|
397.4
|
0%
|
395.2
|
0%
|
410.8
|
-1%
|
171.9
|
132%
|
|
3
|
2e0
|
110.1
|
109.5
|
3%
|
110.9
|
2%
|
110.6
|
3%
|
53.8
|
149%
|
|
4
|
1e2
|
33.1
|
32.8
|
2%
|
34.0
|
0%
|
33.0
|
3%
|
30.8
|
7%
|
|
4
|
1e1
|
18.9
|
18.6
|
2%
|
18.7
|
-1%
|
19.5
|
2%
|
16.2
|
14%
|
|
4
|
2e0
|
1.6
|
1.6
|
0%
|
1.6
|
0%
|
1.6
|
1%
|
1.6
|
5%
|
|
5
|
1e2
|
192.5
|
186.4
|
0%
|
190.6
|
-1%
|
186.6
|
2%
|
189.7
|
0%
|
|
5
|
1e1
|
532.5
|
508.0
|
1%
|
475.7
|
3%
|
490.3
|
4%
|
463.9
|
-4%
|
|
5
|
2e0
|
83.8
|
81.9
|
0%
|
86.6
|
-1%
|
85.2
|
1%
|
110.8
|
-17%
|
|
6
|
1e2
|
68.9
|
73.5
|
-2%
|
70.3
|
-1%
|
69.4
|
0%
|
|
|
|
6
|
1e1
|
45.1
|
45.3
|
0%
|
44.8
|
0%
|
46.2
|
0%
|
|
|
|
6
|
2e0
|
4.0
|
4.0
|
0%
|
4.0
|
-1%
|
4.0
|
1%
|
|
|
|
7
|
1e2
|
220.5
|
271.7
|
-8%
|
276.5
|
-9%
|
216.6
|
0%
|
|
|
|
7
|
1e1
|
57.8
|
58.5
|
-1%
|
57.5
|
0%
|
57.9
|
0%
|
|
|
|
7
|
2e0
|
159.3
|
160.1
|
0%
|
165.4
|
-2%
|
164.3
|
-1%
|
|
|
|
8
|
1e2
|
496.0
|
570.5
|
-5%
|
575.4
|
-6%
|
490.3
|
0%
|
|
|
|
8
|
1e1
|
102.4
|
105.1
|
-2%
|
102.2
|
0%
|
102.2
|
0%
|
|
|
|
8
|
2e0
|
236.9
|
239.3
|
0%
|
241.7
|
-1%
|
244.1
|
-2%
|
|
|
|
9
|
1e2
|
56.5
|
57.3
|
-1%
|
67.3
|
-6%
|
55.7
|
1%
|
|
|
|
9
|
1e1
|
4.1
|
4.1
|
0%
|
3.9
|
1%
|
3.9
|
2%
|
|
|
|
9
|
2e0
|
3.2
|
3.2
|
0%
|
3.2
|
0%
|
3.3
|
-2%
|
|
|
|
10
|
1e2
|
63.7
|
61.5
|
3%
|
63.7
|
0%
|
61.7
|
3%
|
|
|
|
10
|
1e1
|
67.0
|
67.6
|
0%
|
66.3
|
1%
|
67.2
|
0%
|
|
|
|
10
|
2e0
|
72.6
|
72.2
|
0%
|
72.4
|
0%
|
72.9
|
0%
|
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
8.0
|
7.8
|
0%
|
8.1
|
-1%
|
7.8
|
2%
|
|
|
|
1e2
|
1e8
|
29.8
|
30.4
|
-1%
|
30.1
|
-1%
|
29.9
|
0%
|
|
|
|
1e2
|
1e9
|
400.6
|
442.3
|
-4%
|
449.9
|
-6%
|
395.3
|
0%
|
|
|
|
1e1
|
1e7
|
10.7
|
10.8
|
0%
|
10.6
|
0%
|
10.7
|
3%
|
|
|
|
1e1
|
1e8
|
53.8
|
55.0
|
0%
|
53.8
|
1%
|
53.8
|
1%
|
|
|
|
1e1
|
1e9
|
484.6
|
469.4
|
0%
|
452.8
|
1%
|
469.0
|
0%
|
|
|
|
2e0
|
1e7
|
17.6
|
17.4
|
1%
|
17.5
|
0%
|
17.4
|
2%
|
|
|
|
2e0
|
1e8
|
122.7
|
122.9
|
0%
|
126.0
|
0%
|
126.0
|
-1%
|
|
|
|
2e0
|
1e9
|
41.8
|
41.6
|
0%
|
42.6
|
-1%
|
41.6
|
0%
|
17.9
|
128%
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
14.0
|
13.8
|
1%
|
15.1
|
-2%
|
13.9
|
2%
|
8.2
|
74%
|
|
1e2
|
2
|
37.4
|
38.0
|
-1%
|
36.3
|
1%
|
37.4
|
0%
|
28.6
|
48%
|
|
1e2
|
3
|
177.8
|
179.8
|
-2%
|
180.0
|
-2%
|
178.1
|
-1%
|
83.8
|
105%
|
|
1e2
|
4
|
33.1
|
32.8
|
2%
|
34.0
|
0%
|
33.0
|
3%
|
30.8
|
7%
|
|
1e2
|
5
|
192.5
|
186.4
|
0%
|
190.6
|
-1%
|
186.6
|
2%
|
189.7
|
0%
|
|
1e2
|
6
|
68.9
|
73.5
|
-2%
|
70.3
|
-1%
|
69.4
|
0%
|
|
|
|
1e2
|
7
|
220.5
|
271.7
|
-8%
|
276.5
|
-9%
|
216.6
|
0%
|
|
|
|
1e2
|
8
|
496.0
|
570.5
|
-5%
|
575.4
|
-6%
|
490.3
|
0%
|
|
|
|
1e2
|
9
|
56.5
|
57.3
|
-1%
|
67.3
|
-6%
|
55.7
|
1%
|
|
|
|
1e2
|
10
|
63.7
|
61.5
|
3%
|
63.7
|
0%
|
61.7
|
3%
|
|
|
|
1e1
|
1
|
12.1
|
12.8
|
0%
|
12.8
|
0%
|
12.4
|
3%
|
5.0
|
147%
|
|
1e1
|
2
|
24.0
|
23.2
|
1%
|
24.0
|
0%
|
24.1
|
3%
|
12.9
|
114%
|
|
1e1
|
3
|
401.8
|
397.4
|
0%
|
395.2
|
0%
|
410.8
|
-1%
|
171.9
|
132%
|
|
1e1
|
4
|
18.9
|
18.6
|
2%
|
18.7
|
-1%
|
19.5
|
2%
|
16.2
|
14%
|
|
1e1
|
5
|
532.5
|
508.0
|
1%
|
475.7
|
3%
|
490.3
|
4%
|
463.9
|
-4%
|
|
1e1
|
6
|
45.1
|
45.3
|
0%
|
44.8
|
0%
|
46.2
|
0%
|
|
|
|
1e1
|
7
|
57.8
|
58.5
|
-1%
|
57.5
|
0%
|
57.9
|
0%
|
|
|
|
1e1
|
8
|
102.4
|
105.1
|
-2%
|
102.2
|
0%
|
102.2
|
0%
|
|
|
|
1e1
|
9
|
4.1
|
4.1
|
0%
|
3.9
|
1%
|
3.9
|
2%
|
|
|
|
1e1
|
10
|
67.0
|
67.6
|
0%
|
66.3
|
1%
|
67.2
|
0%
|
|
|
|
2e0
|
1
|
10.9
|
10.7
|
3%
|
10.9
|
0%
|
10.8
|
1%
|
5.1
|
146%
|
|
2e0
|
2
|
20.1
|
20.0
|
2%
|
20.6
|
-3%
|
20.0
|
2%
|
8.0
|
164%
|
|
2e0
|
3
|
110.1
|
109.5
|
3%
|
110.9
|
2%
|
110.6
|
3%
|
53.8
|
149%
|
|
2e0
|
4
|
1.6
|
1.6
|
0%
|
1.6
|
0%
|
1.6
|
1%
|
1.6
|
5%
|
|
2e0
|
5
|
83.8
|
81.9
|
0%
|
86.6
|
-1%
|
85.2
|
1%
|
110.8
|
-17%
|
|
2e0
|
6
|
4.0
|
4.0
|
0%
|
4.0
|
-1%
|
4.0
|
1%
|
|
|
|
2e0
|
7
|
159.3
|
160.1
|
0%
|
165.4
|
-2%
|
164.3
|
-1%
|
|
|
|
2e0
|
8
|
236.9
|
239.3
|
0%
|
241.7
|
-1%
|
244.1
|
-2%
|
|
|
|
2e0
|
9
|
3.2
|
3.2
|
0%
|
3.2
|
0%
|
3.3
|
-2%
|
|
|
|
2e0
|
10
|
72.6
|
72.2
|
0%
|
72.4
|
0%
|
72.9
|
0%
|
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
8.0
|
7.8
|
0%
|
8.1
|
-1%
|
7.8
|
2%
|
|
|
|
0
|
1e8
|
29.8
|
30.4
|
-1%
|
30.1
|
-1%
|
29.9
|
0%
|
|
|
|
0
|
1e9
|
400.6
|
442.3
|
-4%
|
449.9
|
-6%
|
395.3
|
0%
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
8.0
|
7.8
|
0%
|
8.1
|
-1%
|
7.8
|
2%
|
|
|
|
0
|
1e8
|
29.8
|
30.4
|
-1%
|
30.1
|
-1%
|
29.9
|
0%
|
|
|
|
0
|
1e9
|
400.6
|
442.3
|
-4%
|
449.9
|
-6%
|
395.3
|
0%
|
|
|
|
1
|
1e7
|
6.8
|
6.8
|
-3%
|
6.8
|
-4%
|
6.8
|
-2%
|
|
|
|
1
|
1e8
|
27.8
|
27.0
|
3%
|
27.6
|
1%
|
27.1
|
1%
|
|
|
|
1
|
1e9
|
391.5
|
389.0
|
0%
|
|
|
389.7
|
1%
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
11.1
|
11.4
|
-2%
|
|
|
11.2
|
0%
|
|
|
|
2
|
8.2
|
8.3
|
3%
|
|
|
8.3
|
-2%
|
|
|
|
3
|
8.5
|
8.5
|
-2%
|
|
|
8.7
|
-1%
|
|
|
|
4
|
12.8
|
12.8
|
-2%
|
|
|
12.9
|
-2%
|
|
|
|
5
|
64.1
|
63.9
|
0%
|
|
|
65.2
|
-3%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
4.2
|
4.3
|
0%
|
|
|
4.3
|
-3%
|
|
|
|
1e8
|
37.7
|
37.7
|
0%
|
|
|
38.2
|
-1%
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
20.9
|
21.0
|
0%
|
|
|
21.3
|
-2%
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
20.9
|
21.0
|
0%
|
|
|
21.3
|
-2%
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
6.0
|
6.1
|
-1%
|
|
|
6.0
|
0%
|
|
|
|
1
|
1e8
|
16.2
|
16.7
|
-3%
|
|
|
16.3
|
0%
|
|
|
|
2
|
1e7
|
1.4
|
1.3
|
9%
|
|
|
1.5
|
-4%
|
|
|
|
2
|
1e8
|
14.9
|
15.3
|
-2%
|
|
|
15.1
|
-1%
|
|
|
|
3
|
1e7
|
1.4
|
1.4
|
-5%
|
|
|
1.4
|
-1%
|
|
|
|
3
|
1e8
|
15.7
|
15.7
|
0%
|
|
|
16.0
|
-1%
|
|
|
|
4
|
1e7
|
2.0
|
2.1
|
-5%
|
|
|
2.1
|
-4%
|
|
|
|
4
|
1e8
|
23.6
|
23.5
|
0%
|
|
|
23.8
|
0%
|
|
|
|
5
|
1e7
|
10.1
|
10.3
|
-1%
|
|
|
10.7
|
-5%
|
|
|
|
5
|
1e8
|
118.0
|
117.4
|
0%
|
|
|
119.7
|
-1%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
4.2
|
4.3
|
0%
|
|
|
4.3
|
-3%
|
|
|
|
0
|
1e8
|
37.7
|
37.7
|
0%
|
|
|
38.2
|
-1%
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
4.2
|
4.3
|
0%
|
|
|
4.3
|
-3%
|
|
|
|
0
|
1e8
|
37.7
|
37.7
|
0%
|
|
|
38.2
|
-1%
|
|
|
pandas
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1.1
|
1.2
|
-1%
|
1.1
|
-6%
|
1.1
|
0%
|
1.0
|
18%
|
|
2
|
4.2
|
4.1
|
6%
|
4.0
|
0%
|
3.8
|
5%
|
3.3
|
26%
|
|
3
|
4.4
|
4.7
|
-7%
|
4.4
|
2%
|
3.8
|
0%
|
4.2
|
7%
|
|
4
|
3.0
|
3.1
|
-6%
|
2.9
|
0%
|
2.9
|
0%
|
2.5
|
15%
|
|
5
|
7.9
|
7.9
|
-1%
|
7.9
|
1%
|
7.3
|
-4%
|
8.4
|
-6%
|
|
6
|
8.8
|
8.7
|
-3%
|
8.6
|
0%
|
8.6
|
0%
|
|
|
|
7
|
3.7
|
3.6
|
1%
|
3.5
|
-3%
|
3.4
|
-7%
|
|
|
|
8
|
28.3
|
26.1
|
2%
|
26.9
|
3%
|
25.9
|
4%
|
|
|
|
9
|
29.3
|
28.6
|
0%
|
28.6
|
2%
|
29.5
|
-2%
|
27.1
|
11%
|
|
10
|
|
|
|
|
|
|
|
113.3
|
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1e8
|
|
|
|
|
|
|
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
|
|
|
|
|
|
|
|
|
|
1e1
|
|
|
|
|
|
|
|
|
|
|
2e0
|
|
|
|
|
|
|
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
|
|
|
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
|
|
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.3
|
0.3
|
0%
|
0.3
|
-20%
|
0.3
|
2%
|
0.2
|
20%
|
|
1
|
1e8
|
2.0
|
2.1
|
-3%
|
1.9
|
7%
|
2.0
|
0%
|
1.7
|
16%
|
|
2
|
1e7
|
0.7
|
0.7
|
11%
|
0.8
|
-6%
|
0.8
|
-4%
|
0.6
|
24%
|
|
2
|
1e8
|
7.7
|
7.6
|
0%
|
7.3
|
5%
|
6.7
|
14%
|
6.0
|
28%
|
|
3
|
1e7
|
0.5
|
0.5
|
-8%
|
0.5
|
4%
|
0.6
|
-20%
|
0.5
|
10%
|
|
3
|
1e8
|
8.3
|
8.8
|
-5%
|
8.3
|
0%
|
7.0
|
18%
|
8.0
|
4%
|
|
4
|
1e7
|
0.5
|
0.6
|
-8%
|
0.5
|
-4%
|
0.5
|
0%
|
0.5
|
12%
|
|
4
|
1e8
|
5.4
|
5.6
|
-3%
|
5.3
|
3%
|
5.4
|
1%
|
4.6
|
17%
|
|
5
|
1e7
|
0.9
|
1.0
|
-3%
|
0.9
|
4%
|
1.2
|
-19%
|
1.0
|
-5%
|
|
5
|
1e8
|
14.9
|
14.8
|
0%
|
15.0
|
-1%
|
13.5
|
10%
|
15.9
|
-6%
|
|
6
|
1e7
|
1.5
|
1.7
|
-9%
|
1.6
|
-1%
|
1.6
|
-5%
|
|
|
|
6
|
1e8
|
16.2
|
15.7
|
2%
|
15.6
|
3%
|
15.6
|
3%
|
|
|
|
7
|
1e7
|
0.5
|
0.5
|
1%
|
0.6
|
-12%
|
0.7
|
-25%
|
|
|
|
7
|
1e8
|
6.8
|
6.7
|
1%
|
6.5
|
4%
|
6.1
|
10%
|
|
|
|
8
|
1e7
|
3.6
|
3.7
|
-4%
|
3.5
|
2%
|
3.6
|
0%
|
|
|
|
8
|
1e8
|
53.0
|
48.5
|
9%
|
50.4
|
5%
|
48.3
|
9%
|
|
|
|
9
|
1e7
|
12.8
|
13.3
|
-3%
|
12.6
|
1%
|
13.4
|
-4%
|
11.0
|
16%
|
|
9
|
1e8
|
45.8
|
43.8
|
4%
|
44.6
|
2%
|
45.5
|
0%
|
43.2
|
6%
|
|
10
|
1e7
|
|
|
|
|
|
|
|
9.7
|
|
|
10
|
1e8
|
|
|
|
|
|
|
|
216.9
|
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
1.1
|
1.2
|
-1%
|
1.1
|
-6%
|
1.1
|
0%
|
1.0
|
18%
|
|
1
|
1e1
|
1.1
|
1.1
|
2%
|
1.0
|
4%
|
1.1
|
0%
|
1.0
|
12%
|
|
1
|
2e0
|
1.1
|
1.1
|
3%
|
1.1
|
4%
|
1.2
|
-1%
|
1.0
|
17%
|
|
2
|
1e2
|
4.2
|
4.1
|
6%
|
4.0
|
0%
|
3.8
|
5%
|
3.3
|
26%
|
|
2
|
1e1
|
3.2
|
3.3
|
-5%
|
3.5
|
-3%
|
2.9
|
4%
|
2.6
|
13%
|
|
2
|
2e0
|
3.0
|
3.0
|
-3%
|
3.2
|
-3%
|
2.8
|
2%
|
2.6
|
15%
|
|
3
|
1e2
|
4.4
|
4.7
|
-7%
|
4.4
|
2%
|
3.8
|
0%
|
4.2
|
7%
|
|
3
|
1e1
|
8.4
|
8.6
|
2%
|
8.6
|
0%
|
8.1
|
4%
|
10.8
|
-24%
|
|
3
|
2e0
|
14.6
|
14.7
|
0%
|
15.8
|
-3%
|
13.4
|
7%
|
30.1
|
-48%
|
|
4
|
1e2
|
3.0
|
3.1
|
-6%
|
2.9
|
0%
|
2.9
|
0%
|
2.5
|
15%
|
|
4
|
1e1
|
2.9
|
2.9
|
1%
|
2.9
|
1%
|
2.9
|
3%
|
2.5
|
16%
|
|
4
|
2e0
|
2.9
|
3.0
|
-3%
|
2.9
|
0%
|
2.9
|
0%
|
2.5
|
13%
|
|
5
|
1e2
|
7.9
|
7.9
|
-1%
|
7.9
|
1%
|
7.3
|
-4%
|
8.4
|
-6%
|
|
5
|
1e1
|
15.9
|
16.7
|
-1%
|
17.3
|
-5%
|
15.8
|
1%
|
15.9
|
-2%
|
|
5
|
2e0
|
32.6
|
31.9
|
2%
|
33.8
|
0%
|
31.7
|
3%
|
30.2
|
7%
|
|
6
|
1e2
|
8.8
|
8.7
|
-3%
|
8.6
|
0%
|
8.6
|
0%
|
|
|
|
6
|
1e1
|
6.2
|
6.3
|
0%
|
6.3
|
-1%
|
6.1
|
2%
|
|
|
|
6
|
2e0
|
5.6
|
5.6
|
2%
|
5.9
|
0%
|
5.5
|
4%
|
|
|
|
7
|
1e2
|
3.7
|
3.6
|
1%
|
3.5
|
-3%
|
3.4
|
-7%
|
|
|
|
7
|
1e1
|
8.2
|
8.4
|
-1%
|
8.3
|
-2%
|
7.8
|
8%
|
|
|
|
7
|
2e0
|
17.8
|
17.7
|
1%
|
17.9
|
0%
|
16.4
|
8%
|
|
|
|
8
|
1e2
|
28.3
|
26.1
|
2%
|
26.9
|
3%
|
25.9
|
4%
|
|
|
|
8
|
1e1
|
32.8
|
32.5
|
1%
|
33.1
|
0%
|
32.9
|
0%
|
|
|
|
8
|
2e0
|
48.1
|
48.1
|
1%
|
48.8
|
0%
|
47.8
|
0%
|
|
|
|
9
|
1e2
|
29.3
|
28.6
|
0%
|
28.6
|
2%
|
29.5
|
-2%
|
27.1
|
11%
|
|
9
|
1e1
|
15.1
|
15.2
|
0%
|
15.3
|
1%
|
15.0
|
1%
|
15.3
|
1%
|
|
9
|
2e0
|
11.3
|
11.0
|
2%
|
11.2
|
2%
|
10.6
|
4%
|
11.9
|
-3%
|
|
10
|
1e2
|
|
|
|
|
|
|
|
113.3
|
|
|
10
|
1e1
|
|
|
|
|
|
|
|
67.4
|
|
|
10
|
2e0
|
|
|
|
|
|
|
|
91.9
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1e2
|
1e8
|
|
|
|
|
|
|
|
|
|
|
1e1
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1e1
|
1e8
|
|
|
|
|
|
|
|
|
|
|
2e0
|
1e7
|
|
|
|
|
|
|
|
|
|
|
2e0
|
1e8
|
|
|
|
|
|
|
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
1.1
|
1.2
|
-1%
|
1.1
|
-6%
|
1.1
|
0%
|
1.0
|
18%
|
|
1e2
|
2
|
4.2
|
4.1
|
6%
|
4.0
|
0%
|
3.8
|
5%
|
3.3
|
26%
|
|
1e2
|
3
|
4.4
|
4.7
|
-7%
|
4.4
|
2%
|
3.8
|
0%
|
4.2
|
7%
|
|
1e2
|
4
|
3.0
|
3.1
|
-6%
|
2.9
|
0%
|
2.9
|
0%
|
2.5
|
15%
|
|
1e2
|
5
|
7.9
|
7.9
|
-1%
|
7.9
|
1%
|
7.3
|
-4%
|
8.4
|
-6%
|
|
1e2
|
6
|
8.8
|
8.7
|
-3%
|
8.6
|
0%
|
8.6
|
0%
|
|
|
|
1e2
|
7
|
3.7
|
3.6
|
1%
|
3.5
|
-3%
|
3.4
|
-7%
|
|
|
|
1e2
|
8
|
28.3
|
26.1
|
2%
|
26.9
|
3%
|
25.9
|
4%
|
|
|
|
1e2
|
9
|
29.3
|
28.6
|
0%
|
28.6
|
2%
|
29.5
|
-2%
|
27.1
|
11%
|
|
1e2
|
10
|
|
|
|
|
|
|
|
113.3
|
|
|
1e1
|
1
|
1.1
|
1.1
|
2%
|
1.0
|
4%
|
1.1
|
0%
|
1.0
|
12%
|
|
1e1
|
2
|
3.2
|
3.3
|
-5%
|
3.5
|
-3%
|
2.9
|
4%
|
2.6
|
13%
|
|
1e1
|
3
|
8.4
|
8.6
|
2%
|
8.6
|
0%
|
8.1
|
4%
|
10.8
|
-24%
|
|
1e1
|
4
|
2.9
|
2.9
|
1%
|
2.9
|
1%
|
2.9
|
3%
|
2.5
|
16%
|
|
1e1
|
5
|
15.9
|
16.7
|
-1%
|
17.3
|
-5%
|
15.8
|
1%
|
15.9
|
-2%
|
|
1e1
|
6
|
6.2
|
6.3
|
0%
|
6.3
|
-1%
|
6.1
|
2%
|
|
|
|
1e1
|
7
|
8.2
|
8.4
|
-1%
|
8.3
|
-2%
|
7.8
|
8%
|
|
|
|
1e1
|
8
|
32.8
|
32.5
|
1%
|
33.1
|
0%
|
32.9
|
0%
|
|
|
|
1e1
|
9
|
15.1
|
15.2
|
0%
|
15.3
|
1%
|
15.0
|
1%
|
15.3
|
1%
|
|
1e1
|
10
|
|
|
|
|
|
|
|
67.4
|
|
|
2e0
|
1
|
1.1
|
1.1
|
3%
|
1.1
|
4%
|
1.2
|
-1%
|
1.0
|
17%
|
|
2e0
|
2
|
3.0
|
3.0
|
-3%
|
3.2
|
-3%
|
2.8
|
2%
|
2.6
|
15%
|
|
2e0
|
3
|
14.6
|
14.7
|
0%
|
15.8
|
-3%
|
13.4
|
7%
|
30.1
|
-48%
|
|
2e0
|
4
|
2.9
|
3.0
|
-3%
|
2.9
|
0%
|
2.9
|
0%
|
2.5
|
13%
|
|
2e0
|
5
|
32.6
|
31.9
|
2%
|
33.8
|
0%
|
31.7
|
3%
|
30.2
|
7%
|
|
2e0
|
6
|
5.6
|
5.6
|
2%
|
5.9
|
0%
|
5.5
|
4%
|
|
|
|
2e0
|
7
|
17.8
|
17.7
|
1%
|
17.9
|
0%
|
16.4
|
8%
|
|
|
|
2e0
|
8
|
48.1
|
48.1
|
1%
|
48.8
|
0%
|
47.8
|
0%
|
|
|
|
2e0
|
9
|
11.3
|
11.0
|
2%
|
11.2
|
2%
|
10.6
|
4%
|
11.9
|
-3%
|
|
2e0
|
10
|
|
|
|
|
|
|
|
91.9
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
|
|
|
|
|
|
|
|
|
|
0
|
1e8
|
|
|
|
|
|
|
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
|
|
|
|
|
|
|
|
|
|
0
|
1e8
|
|
|
|
|
|
|
|
|
|
|
1
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1
|
1e8
|
|
|
|
|
|
|
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
41.6
|
45.5
|
-3%
|
43.5
|
0%
|
46.6
|
5%
|
|
|
|
2
|
68.3
|
67.2
|
1%
|
67.4
|
0%
|
62.8
|
20%
|
|
|
|
3
|
37.2
|
37.7
|
0%
|
37.7
|
-1%
|
30.3
|
17%
|
|
|
|
4
|
60.2
|
60.1
|
0%
|
59.5
|
0%
|
48.1
|
33%
|
|
|
|
5
|
197.0
|
196.7
|
0%
|
194.8
|
0%
|
381.8
|
-52%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
9.9
|
9.8
|
1%
|
9.9
|
0%
|
14.7
|
10%
|
|
|
|
1e8
|
151.7
|
153.1
|
-1%
|
151.3
|
0%
|
213.2
|
-1%
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
80.8
|
81.5
|
0%
|
80.6
|
0%
|
113.9
|
4%
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
80.8
|
81.5
|
0%
|
80.6
|
0%
|
113.9
|
4%
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
4.4
|
4.2
|
3%
|
4.3
|
2%
|
3.6
|
22%
|
|
|
|
1
|
1e8
|
78.7
|
86.9
|
-9%
|
82.7
|
-4%
|
89.7
|
-12%
|
|
|
|
2
|
1e7
|
9.6
|
9.4
|
2%
|
9.7
|
0%
|
7.2
|
33%
|
|
|
|
2
|
1e8
|
126.9
|
125.1
|
1%
|
125.1
|
1%
|
118.5
|
7%
|
|
|
|
3
|
1e7
|
5.3
|
5.3
|
0%
|
5.3
|
0%
|
4.7
|
11%
|
|
|
|
3
|
1e8
|
69.0
|
70.2
|
-1%
|
70.0
|
-1%
|
55.9
|
23%
|
|
|
|
4
|
1e7
|
7.9
|
7.8
|
1%
|
7.8
|
0%
|
5.6
|
41%
|
|
|
|
4
|
1e8
|
112.5
|
112.4
|
0%
|
111.1
|
1%
|
90.5
|
24%
|
|
|
|
5
|
1e7
|
22.4
|
22.4
|
0%
|
22.3
|
0%
|
52.2
|
-57%
|
|
|
|
5
|
1e8
|
371.5
|
371.0
|
0%
|
367.4
|
1%
|
711.4
|
-47%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
9.9
|
9.8
|
1%
|
9.9
|
0%
|
14.7
|
10%
|
|
|
|
0
|
1e8
|
151.7
|
153.1
|
-1%
|
151.3
|
0%
|
213.2
|
-1%
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
9.9
|
9.8
|
1%
|
9.9
|
0%
|
14.7
|
10%
|
|
|
|
0
|
1e8
|
151.7
|
153.1
|
-1%
|
151.3
|
0%
|
213.2
|
-1%
|
|
|
pydatatable
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
14.8
|
|
|
15.5
|
5%
|
14.6
|
3%
|
18.6
|
-9%
|
|
2
|
21.0
|
|
|
20.0
|
9%
|
19.0
|
18%
|
|
|
|
3
|
56.4
|
|
|
45.1
|
23%
|
45.2
|
35%
|
|
|
|
4
|
39.1
|
|
|
41.5
|
1%
|
38.3
|
2%
|
|
|
|
5
|
10.1
|
|
|
9.4
|
12%
|
9.4
|
12%
|
|
|
|
6
|
103.0
|
|
|
90.6
|
11%
|
90.6
|
14%
|
|
|
|
7
|
50.5
|
|
|
44.5
|
17%
|
44.4
|
17%
|
|
|
|
8
|
109.5
|
|
|
97.7
|
22%
|
95.8
|
26%
|
|
|
|
9
|
7.2
|
|
|
7.2
|
10%
|
7.2
|
10%
|
|
|
|
10
|
264.4
|
|
|
237.0
|
12%
|
246.2
|
12%
|
|
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
2.0
|
|
|
1.8
|
18%
|
1.7
|
22%
|
|
|
|
1e8
|
24.0
|
|
|
19.9
|
13%
|
19.9
|
14%
|
|
|
|
1e9
|
176.8
|
|
|
161.0
|
6%
|
161.7
|
8%
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
67.6
|
|
|
60.9
|
12%
|
61.1
|
15%
|
|
|
|
1e1
|
68.6
|
|
|
63.5
|
8%
|
61.5
|
12%
|
|
|
|
2e0
|
89.8
|
|
|
78.6
|
5%
|
77.7
|
5%
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
67.6
|
|
|
60.9
|
12%
|
61.1
|
15%
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
67.6
|
|
|
60.9
|
12%
|
61.1
|
15%
|
|
|
|
1
|
52.3
|
|
|
46.6
|
15%
|
49.3
|
11%
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.4
|
|
|
0.4
|
9%
|
0.4
|
4%
|
0.5
|
-19%
|
|
1
|
1e8
|
3.9
|
|
|
3.5
|
12%
|
3.8
|
3%
|
3.5
|
11%
|
|
1
|
1e9
|
40.2
|
|
|
42.6
|
-5%
|
39.8
|
1%
|
51.7
|
-22%
|
|
2
|
1e7
|
0.6
|
|
|
0.5
|
15%
|
0.5
|
14%
|
|
|
|
2
|
1e8
|
6.0
|
|
|
5.6
|
8%
|
4.6
|
31%
|
|
|
|
2
|
1e9
|
56.3
|
|
|
53.8
|
4%
|
51.8
|
8%
|
|
|
|
3
|
1e7
|
1.5
|
|
|
1.0
|
42%
|
0.9
|
62%
|
|
|
|
3
|
1e8
|
11.4
|
|
|
11.2
|
1%
|
9.7
|
17%
|
|
|
|
3
|
1e9
|
156.4
|
|
|
123.2
|
27%
|
125.0
|
25%
|
|
|
|
4
|
1e7
|
0.9
|
|
|
0.9
|
0%
|
0.8
|
7%
|
|
|
|
4
|
1e8
|
11.2
|
|
|
10.2
|
10%
|
11.6
|
-3%
|
|
|
|
4
|
1e9
|
105.2
|
|
|
113.5
|
-7%
|
102.4
|
2%
|
|
|
|
5
|
1e7
|
0.3
|
|
|
0.3
|
20%
|
0.3
|
18%
|
|
|
|
5
|
1e8
|
3.9
|
|
|
3.5
|
10%
|
3.5
|
11%
|
|
|
|
5
|
1e9
|
26.1
|
|
|
24.5
|
6%
|
24.4
|
7%
|
|
|
|
6
|
1e7
|
1.5
|
|
|
1.6
|
-8%
|
1.4
|
4%
|
|
|
|
6
|
1e8
|
85.2
|
|
|
62.5
|
36%
|
65.3
|
30%
|
|
|
|
6
|
1e9
|
222.3
|
|
|
207.8
|
6%
|
205.1
|
8%
|
|
|
|
7
|
1e7
|
1.1
|
|
|
0.9
|
24%
|
0.9
|
23%
|
|
|
|
7
|
1e8
|
11.1
|
|
|
9.8
|
13%
|
9.8
|
13%
|
|
|
|
7
|
1e9
|
139.4
|
|
|
122.8
|
13%
|
122.4
|
13%
|
|
|
|
8
|
1e7
|
4.4
|
|
|
3.2
|
38%
|
3.0
|
47%
|
|
|
|
8
|
1e8
|
31.3
|
|
|
26.3
|
18%
|
26.2
|
19%
|
|
|
|
8
|
1e9
|
292.9
|
|
|
263.6
|
11%
|
258.3
|
13%
|
|
|
|
9
|
1e7
|
0.3
|
|
|
0.2
|
28%
|
0.2
|
29%
|
|
|
|
9
|
1e8
|
2.0
|
|
|
1.9
|
4%
|
1.9
|
4%
|
|
|
|
9
|
1e9
|
19.3
|
|
|
19.6
|
-1%
|
19.6
|
-1%
|
|
|
|
10
|
1e7
|
9.5
|
|
|
8.7
|
9%
|
8.3
|
13%
|
|
|
|
10
|
1e8
|
74.0
|
|
|
64.0
|
15%
|
62.3
|
18%
|
|
|
|
10
|
1e9
|
709.5
|
|
|
638.4
|
11%
|
668.0
|
6%
|
|
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
14.8
|
|
|
15.5
|
5%
|
14.6
|
3%
|
18.6
|
-9%
|
|
1
|
1e1
|
7.7
|
|
|
7.0
|
0%
|
7.0
|
3%
|
7.9
|
-10%
|
|
1
|
2e0
|
6.7
|
|
|
7.8
|
-4%
|
6.8
|
0%
|
6.6
|
-6%
|
|
2
|
1e2
|
21.0
|
|
|
20.0
|
9%
|
19.0
|
18%
|
|
|
|
2
|
1e1
|
20.2
|
|
|
24.1
|
11%
|
17.2
|
22%
|
|
|
|
2
|
2e0
|
9.7
|
|
|
10.8
|
-7%
|
9.4
|
-9%
|
|
|
|
3
|
1e2
|
56.4
|
|
|
45.1
|
23%
|
45.2
|
35%
|
|
|
|
3
|
1e1
|
117.1
|
|
|
108.9
|
10%
|
107.3
|
3%
|
|
|
|
3
|
2e0
|
239.6
|
|
|
203.6
|
11%
|
200.5
|
11%
|
|
|
|
4
|
1e2
|
39.1
|
|
|
41.5
|
1%
|
38.3
|
2%
|
|
|
|
4
|
1e1
|
14.1
|
|
|
14.1
|
2%
|
13.1
|
6%
|
|
|
|
4
|
2e0
|
11.8
|
|
|
11.0
|
5%
|
11.9
|
0%
|
|
|
|
5
|
1e2
|
10.1
|
|
|
9.4
|
12%
|
9.4
|
12%
|
|
|
|
5
|
1e1
|
58.0
|
|
|
50.7
|
0%
|
50.3
|
8%
|
|
|
|
5
|
2e0
|
29.1
|
|
|
25.6
|
16%
|
26.5
|
10%
|
|
|
|
6
|
1e2
|
103.0
|
|
|
90.6
|
11%
|
90.6
|
14%
|
|
|
|
6
|
1e1
|
30.8
|
|
|
31.2
|
2%
|
30.0
|
7%
|
|
|
|
6
|
2e0
|
12.7
|
|
|
12.1
|
6%
|
12.2
|
9%
|
|
|
|
7
|
1e2
|
50.5
|
|
|
44.5
|
17%
|
44.4
|
17%
|
|
|
|
7
|
1e1
|
113.8
|
|
|
104.3
|
10%
|
100.8
|
9%
|
|
|
|
7
|
2e0
|
221.7
|
|
|
189.0
|
12%
|
191.6
|
12%
|
|
|
|
8
|
1e2
|
109.5
|
|
|
97.7
|
22%
|
95.8
|
26%
|
|
|
|
8
|
1e1
|
55.9
|
|
|
49.6
|
36%
|
48.5
|
35%
|
|
|
|
8
|
2e0
|
28.9
|
|
|
26.6
|
6%
|
27.1
|
5%
|
|
|
|
9
|
1e2
|
7.2
|
|
|
7.2
|
10%
|
7.2
|
10%
|
|
|
|
9
|
1e1
|
6.5
|
|
|
6.3
|
-1%
|
6.1
|
6%
|
|
|
|
9
|
2e0
|
6.0
|
|
|
6.0
|
0%
|
5.9
|
3%
|
|
|
|
10
|
1e2
|
264.4
|
|
|
237.0
|
12%
|
246.2
|
12%
|
|
|
|
10
|
1e1
|
261.7
|
|
|
238.8
|
18%
|
234.2
|
18%
|
|
|
|
10
|
2e0
|
331.7
|
|
|
293.0
|
11%
|
285.3
|
13%
|
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
2.0
|
|
|
1.8
|
18%
|
1.7
|
22%
|
|
|
|
1e2
|
1e8
|
24.0
|
|
|
19.9
|
13%
|
19.9
|
14%
|
|
|
|
1e2
|
1e9
|
176.8
|
|
|
161.0
|
6%
|
161.7
|
8%
|
|
|
|
1e1
|
1e7
|
1.8
|
|
|
1.5
|
11%
|
1.6
|
11%
|
|
|
|
1e1
|
1e8
|
15.4
|
|
|
14.4
|
10%
|
13.5
|
14%
|
|
|
|
1e1
|
1e9
|
188.5
|
|
|
174.6
|
4%
|
169.2
|
10%
|
|
|
|
2e0
|
1e7
|
2.2
|
|
|
2.1
|
6%
|
2.1
|
5%
|
|
|
|
2e0
|
1e8
|
21.4
|
|
|
19.6
|
4%
|
19.5
|
4%
|
|
|
|
2e0
|
1e9
|
245.7
|
|
|
214.0
|
5%
|
211.6
|
7%
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
14.8
|
|
|
15.5
|
5%
|
14.6
|
3%
|
18.6
|
-9%
|
|
1e2
|
2
|
21.0
|
|
|
20.0
|
9%
|
19.0
|
18%
|
|
|
|
1e2
|
3
|
56.4
|
|
|
45.1
|
23%
|
45.2
|
35%
|
|
|
|
1e2
|
4
|
39.1
|
|
|
41.5
|
1%
|
38.3
|
2%
|
|
|
|
1e2
|
5
|
10.1
|
|
|
9.4
|
12%
|
9.4
|
12%
|
|
|
|
1e2
|
6
|
103.0
|
|
|
90.6
|
11%
|
90.6
|
14%
|
|
|
|
1e2
|
7
|
50.5
|
|
|
44.5
|
17%
|
44.4
|
17%
|
|
|
|
1e2
|
8
|
109.5
|
|
|
97.7
|
22%
|
95.8
|
26%
|
|
|
|
1e2
|
9
|
7.2
|
|
|
7.2
|
10%
|
7.2
|
10%
|
|
|
|
1e2
|
10
|
264.4
|
|
|
237.0
|
12%
|
246.2
|
12%
|
|
|
|
1e1
|
1
|
7.7
|
|
|
7.0
|
0%
|
7.0
|
3%
|
7.9
|
-10%
|
|
1e1
|
2
|
20.2
|
|
|
24.1
|
11%
|
17.2
|
22%
|
|
|
|
1e1
|
3
|
117.1
|
|
|
108.9
|
10%
|
107.3
|
3%
|
|
|
|
1e1
|
4
|
14.1
|
|
|
14.1
|
2%
|
13.1
|
6%
|
|
|
|
1e1
|
5
|
58.0
|
|
|
50.7
|
0%
|
50.3
|
8%
|
|
|
|
1e1
|
6
|
30.8
|
|
|
31.2
|
2%
|
30.0
|
7%
|
|
|
|
1e1
|
7
|
113.8
|
|
|
104.3
|
10%
|
100.8
|
9%
|
|
|
|
1e1
|
8
|
55.9
|
|
|
49.6
|
36%
|
48.5
|
35%
|
|
|
|
1e1
|
9
|
6.5
|
|
|
6.3
|
-1%
|
6.1
|
6%
|
|
|
|
1e1
|
10
|
261.7
|
|
|
238.8
|
18%
|
234.2
|
18%
|
|
|
|
2e0
|
1
|
6.7
|
|
|
7.8
|
-4%
|
6.8
|
0%
|
6.6
|
-6%
|
|
2e0
|
2
|
9.7
|
|
|
10.8
|
-7%
|
9.4
|
-9%
|
|
|
|
2e0
|
3
|
239.6
|
|
|
203.6
|
11%
|
200.5
|
11%
|
|
|
|
2e0
|
4
|
11.8
|
|
|
11.0
|
5%
|
11.9
|
0%
|
|
|
|
2e0
|
5
|
29.1
|
|
|
25.6
|
16%
|
26.5
|
10%
|
|
|
|
2e0
|
6
|
12.7
|
|
|
12.1
|
6%
|
12.2
|
9%
|
|
|
|
2e0
|
7
|
221.7
|
|
|
189.0
|
12%
|
191.6
|
12%
|
|
|
|
2e0
|
8
|
28.9
|
|
|
26.6
|
6%
|
27.1
|
5%
|
|
|
|
2e0
|
9
|
6.0
|
|
|
6.0
|
0%
|
5.9
|
3%
|
|
|
|
2e0
|
10
|
331.7
|
|
|
293.0
|
11%
|
285.3
|
13%
|
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
2.0
|
|
|
1.8
|
18%
|
1.7
|
22%
|
|
|
|
0
|
1e8
|
24.0
|
|
|
19.9
|
13%
|
19.9
|
14%
|
|
|
|
0
|
1e9
|
176.8
|
|
|
161.0
|
6%
|
161.7
|
8%
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
2.0
|
|
|
1.8
|
18%
|
1.7
|
22%
|
|
|
|
0
|
1e8
|
24.0
|
|
|
19.9
|
13%
|
19.9
|
14%
|
|
|
|
0
|
1e9
|
176.8
|
|
|
161.0
|
6%
|
161.7
|
8%
|
|
|
|
1
|
1e7
|
1.7
|
|
|
1.5
|
28%
|
1.5
|
19%
|
|
|
|
1
|
1e8
|
20.7
|
|
|
18.3
|
9%
|
22.3
|
5%
|
|
|
|
1
|
1e9
|
134.5
|
|
|
119.9
|
10%
|
124.1
|
9%
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
14.9
|
|
|
14.4
|
-1%
|
13.3
|
6%
|
|
|
|
2
|
15.1
|
|
|
15.6
|
-1%
|
14.8
|
-5%
|
|
|
|
3
|
5.9
|
|
|
5.7
|
9%
|
5.8
|
-13%
|
|
|
|
4
|
59.4
|
|
|
57.3
|
6%
|
57.4
|
9%
|
|
|
|
5
|
241.6
|
|
|
261.1
|
1%
|
167.5
|
15%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
1.4
|
|
|
1.5
|
0%
|
1.2
|
-5%
|
|
|
|
1e8
|
12.6
|
|
|
10.7
|
9%
|
18.8
|
-3%
|
|
|
|
1e9
|
188.1
|
|
|
200.3
|
0%
|
135.4
|
16%
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
67.4
|
|
|
70.8
|
2%
|
51.8
|
2%
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
67.4
|
|
|
70.8
|
2%
|
51.8
|
2%
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.2
|
|
|
0.3
|
-10%
|
0.2
|
2%
|
|
|
|
1
|
1e8
|
2.3
|
|
|
2.3
|
1%
|
2.3
|
3%
|
|
|
|
1
|
1e9
|
42.2
|
|
|
40.8
|
3%
|
37.4
|
12%
|
|
|
|
2
|
1e7
|
0.3
|
|
|
0.3
|
0%
|
0.4
|
-19%
|
|
|
|
2
|
1e8
|
3.1
|
|
|
3.2
|
-1%
|
3.1
|
0%
|
|
|
|
2
|
1e9
|
42.0
|
|
|
43.2
|
-2%
|
41.0
|
2%
|
|
|
|
3
|
1e7
|
0.1
|
|
|
0.1
|
20%
|
0.2
|
-35%
|
|
|
|
3
|
1e8
|
1.2
|
|
|
1.2
|
4%
|
1.3
|
-7%
|
|
|
|
3
|
1e9
|
16.3
|
|
|
16.0
|
2%
|
15.9
|
2%
|
|
|
|
4
|
1e7
|
0.4
|
|
|
0.4
|
-5%
|
0.4
|
0%
|
|
|
|
4
|
1e8
|
5.3
|
|
|
4.4
|
21%
|
4.2
|
26%
|
|
|
|
4
|
1e9
|
172.4
|
|
|
167.2
|
3%
|
167.7
|
2%
|
|
|
|
5
|
1e7
|
5.9
|
|
|
6.4
|
-7%
|
4.7
|
25%
|
|
|
|
5
|
1e8
|
51.1
|
|
|
42.3
|
20%
|
83.1
|
-38%
|
|
|
|
5
|
1e9
|
667.7
|
|
|
734.5
|
-9%
|
414.8
|
60%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.4
|
|
|
1.5
|
0%
|
1.2
|
-5%
|
|
|
|
0
|
1e8
|
12.6
|
|
|
10.7
|
9%
|
18.8
|
-3%
|
|
|
|
0
|
1e9
|
188.1
|
|
|
200.3
|
0%
|
135.4
|
16%
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.4
|
|
|
1.5
|
0%
|
1.2
|
-5%
|
|
|
|
0
|
1e8
|
12.6
|
|
|
10.7
|
9%
|
18.8
|
-3%
|
|
|
|
0
|
1e9
|
188.1
|
|
|
200.3
|
0%
|
135.4
|
16%
|
|
|
spark
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
7.6
|
|
|
10.2
|
-23%
|
6.0
|
30%
|
7.4
|
0%
|
|
2
|
9.9
|
|
|
10.1
|
-11%
|
9.9
|
-4%
|
9.7
|
4%
|
|
3
|
28.3
|
|
|
27.9
|
3%
|
31.3
|
-5%
|
186.3
|
-27%
|
|
4
|
3.5
|
|
|
3.5
|
2%
|
3.5
|
2%
|
4.0
|
-13%
|
|
5
|
21.5
|
|
|
21.9
|
-1%
|
22.0
|
-3%
|
65.0
|
-23%
|
|
7
|
28.5
|
|
|
25.5
|
12%
|
26.5
|
4%
|
|
|
|
8
|
47.4
|
|
|
47.6
|
-1%
|
52.3
|
-3%
|
|
|
|
9
|
9.3
|
|
|
9.4
|
-2%
|
9.7
|
-17%
|
12.8
|
-11%
|
|
10
|
230.6
|
|
|
249.6
|
0%
|
280.2
|
-3%
|
|
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
2.0
|
|
|
2.1
|
-4%
|
2.2
|
-7%
|
|
|
|
1e8
|
9.1
|
|
|
9.7
|
-3%
|
8.6
|
7%
|
|
|
|
1e9
|
117.8
|
|
|
123.4
|
0%
|
136.4
|
0%
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
43.0
|
|
|
45.1
|
-2%
|
49.1
|
0%
|
|
|
|
1e1
|
47.0
|
|
|
67.7
|
-4%
|
45.4
|
1%
|
|
|
|
2e0
|
48.0
|
|
|
61.1
|
1%
|
46.9
|
-1%
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
43.0
|
|
|
45.1
|
-2%
|
49.1
|
0%
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
43.0
|
|
|
45.1
|
-2%
|
49.1
|
0%
|
|
|
|
1
|
46.3
|
|
|
45.5
|
6%
|
42.4
|
8%
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
2.1
|
|
|
2.2
|
-3%
|
1.7
|
28%
|
2.2
|
-3%
|
|
1
|
1e8
|
3.0
|
|
|
12.2
|
-75%
|
2.2
|
37%
|
3.0
|
0%
|
|
1
|
1e9
|
17.6
|
|
|
16.4
|
7%
|
14.1
|
24%
|
16.9
|
3%
|
|
2
|
1e7
|
1.5
|
|
|
2.3
|
-34%
|
1.7
|
-12%
|
1.4
|
7%
|
|
2
|
1e8
|
3.7
|
|
|
3.7
|
0%
|
3.8
|
-1%
|
3.6
|
3%
|
|
2
|
1e9
|
24.5
|
|
|
24.4
|
0%
|
24.4
|
0%
|
24.1
|
1%
|
|
3
|
1e7
|
1.7
|
|
|
1.7
|
-1%
|
2.0
|
-14%
|
1.7
|
0%
|
|
3
|
1e8
|
7.0
|
|
|
6.3
|
10%
|
6.3
|
9%
|
6.7
|
4%
|
|
3
|
1e9
|
76.4
|
|
|
75.7
|
0%
|
85.5
|
-10%
|
550.6
|
-86%
|
|
4
|
1e7
|
0.8
|
|
|
0.8
|
7%
|
0.7
|
13%
|
0.9
|
-8%
|
|
4
|
1e8
|
1.2
|
|
|
1.2
|
0%
|
1.3
|
-6%
|
1.6
|
-21%
|
|
4
|
1e9
|
8.6
|
|
|
8.5
|
0%
|
8.5
|
0%
|
9.5
|
-10%
|
|
5
|
1e7
|
1.3
|
|
|
1.4
|
-4%
|
1.5
|
-11%
|
1.4
|
-5%
|
|
5
|
1e8
|
5.0
|
|
|
5.0
|
0%
|
4.8
|
5%
|
4.8
|
4%
|
|
5
|
1e9
|
58.1
|
|
|
59.3
|
-1%
|
59.8
|
-2%
|
188.8
|
-69%
|
|
7
|
1e7
|
1.6
|
|
|
1.5
|
6%
|
1.7
|
-9%
|
|
|
|
7
|
1e8
|
6.8
|
|
|
5.7
|
18%
|
5.9
|
14%
|
|
|
|
7
|
1e9
|
77.1
|
|
|
69.3
|
11%
|
71.8
|
7%
|
|
|
|
8
|
1e7
|
2.5
|
|
|
2.5
|
-3%
|
2.5
|
-3%
|
|
|
|
8
|
1e8
|
10.2
|
|
|
10.3
|
-1%
|
9.9
|
3%
|
|
|
|
8
|
1e9
|
129.6
|
|
|
130.0
|
0%
|
144.5
|
-10%
|
|
|
|
9
|
1e7
|
1.2
|
|
|
1.4
|
-13%
|
2.8
|
-56%
|
1.4
|
-10%
|
|
9
|
1e8
|
3.2
|
|
|
3.0
|
8%
|
3.1
|
2%
|
3.0
|
6%
|
|
9
|
1e9
|
23.4
|
|
|
23.7
|
-1%
|
23.2
|
0%
|
33.9
|
-30%
|
|
10
|
1e7
|
5.2
|
|
|
5.0
|
3%
|
5.1
|
2%
|
5.2
|
1%
|
|
10
|
1e8
|
41.6
|
|
|
40.4
|
2%
|
39.8
|
4%
|
40.0
|
3%
|
|
10
|
1e9
|
645.1
|
|
|
703.5
|
-8%
|
795.8
|
-18%
|
|
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
7.6
|
|
|
10.2
|
-23%
|
6.0
|
30%
|
7.4
|
0%
|
|
1
|
1e1
|
5.2
|
|
|
5.6
|
0%
|
6.0
|
-17%
|
6.0
|
-3%
|
|
1
|
2e0
|
5.3
|
|
|
5.3
|
8%
|
5.6
|
-12%
|
6.4
|
-2%
|
|
2
|
1e2
|
9.9
|
|
|
10.1
|
-11%
|
9.9
|
-4%
|
9.7
|
4%
|
|
2
|
1e1
|
7.2
|
|
|
8.1
|
-14%
|
7.4
|
-3%
|
9.4
|
-6%
|
|
2
|
2e0
|
5.8
|
|
|
5.5
|
22%
|
5.7
|
7%
|
5.8
|
7%
|
|
3
|
1e2
|
28.3
|
|
|
27.9
|
3%
|
31.3
|
-5%
|
186.3
|
-27%
|
|
3
|
1e1
|
35.1
|
|
|
46.8
|
-13%
|
35.9
|
-2%
|
174.8
|
-26%
|
|
3
|
2e0
|
52.8
|
|
|
61.5
|
0%
|
55.6
|
4%
|
305.2
|
-28%
|
|
4
|
1e2
|
3.5
|
|
|
3.5
|
2%
|
3.5
|
2%
|
4.0
|
-13%
|
|
4
|
1e1
|
3.5
|
|
|
3.2
|
20%
|
3.3
|
18%
|
3.2
|
17%
|
|
4
|
2e0
|
3.2
|
|
|
3.3
|
2%
|
3.3
|
-4%
|
4.1
|
-13%
|
|
5
|
1e2
|
21.5
|
|
|
21.9
|
-1%
|
22.0
|
-3%
|
65.0
|
-23%
|
|
5
|
1e1
|
30.6
|
|
|
40.3
|
-3%
|
31.1
|
0%
|
65.8
|
-30%
|
|
5
|
2e0
|
44.5
|
|
|
51.6
|
-5%
|
46.0
|
-10%
|
94.5
|
-17%
|
|
7
|
1e2
|
28.5
|
|
|
25.5
|
12%
|
26.5
|
4%
|
|
|
|
7
|
1e1
|
33.5
|
|
|
51.0
|
-16%
|
33.0
|
0%
|
|
|
|
7
|
2e0
|
45.6
|
|
|
54.6
|
-8%
|
47.5
|
-8%
|
|
|
|
8
|
1e2
|
47.4
|
|
|
47.6
|
-1%
|
52.3
|
-3%
|
|
|
|
8
|
1e1
|
47.8
|
|
|
56.8
|
0%
|
48.4
|
9%
|
|
|
|
8
|
2e0
|
49.7
|
|
|
53.2
|
-4%
|
51.1
|
0%
|
|
|
|
9
|
1e2
|
9.3
|
|
|
9.4
|
-2%
|
9.7
|
-17%
|
12.8
|
-11%
|
|
9
|
1e1
|
6.5
|
|
|
6.6
|
0%
|
6.5
|
4%
|
7.0
|
0%
|
|
9
|
2e0
|
5.4
|
|
|
5.1
|
8%
|
5.2
|
5%
|
7.2
|
-13%
|
|
10
|
1e2
|
230.6
|
|
|
249.6
|
0%
|
280.2
|
-3%
|
|
|
|
10
|
1e1
|
253.3
|
|
|
391.2
|
-10%
|
236.6
|
6%
|
467.2
|
-17%
|
|
10
|
2e0
|
219.9
|
|
|
309.7
|
-10%
|
201.8
|
5%
|
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
2.0
|
|
|
2.1
|
-4%
|
2.2
|
-7%
|
|
|
|
1e2
|
1e8
|
9.1
|
|
|
9.7
|
-3%
|
8.6
|
7%
|
|
|
|
1e2
|
1e9
|
117.8
|
|
|
123.4
|
0%
|
136.4
|
0%
|
|
|
|
1e1
|
1e7
|
2.2
|
|
|
2.2
|
4%
|
2.1
|
5%
|
|
|
|
1e1
|
1e8
|
10.0
|
|
|
10.1
|
0%
|
9.7
|
1%
|
|
|
|
1e1
|
1e9
|
128.7
|
|
|
190.9
|
-17%
|
124.3
|
-1%
|
|
|
|
2e0
|
1e7
|
2.3
|
|
|
2.2
|
12%
|
2.3
|
0%
|
|
|
|
2e0
|
1e8
|
11.5
|
|
|
11.6
|
0%
|
11.7
|
-4%
|
|
|
|
2e0
|
1e9
|
130.3
|
|
|
169.4
|
-9%
|
126.6
|
0%
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
7.6
|
|
|
10.2
|
-23%
|
6.0
|
30%
|
7.4
|
0%
|
|
1e2
|
2
|
9.9
|
|
|
10.1
|
-11%
|
9.9
|
-4%
|
9.7
|
4%
|
|
1e2
|
3
|
28.3
|
|
|
27.9
|
3%
|
31.3
|
-5%
|
186.3
|
-27%
|
|
1e2
|
4
|
3.5
|
|
|
3.5
|
2%
|
3.5
|
2%
|
4.0
|
-13%
|
|
1e2
|
5
|
21.5
|
|
|
21.9
|
-1%
|
22.0
|
-3%
|
65.0
|
-23%
|
|
1e2
|
7
|
28.5
|
|
|
25.5
|
12%
|
26.5
|
4%
|
|
|
|
1e2
|
8
|
47.4
|
|
|
47.6
|
-1%
|
52.3
|
-3%
|
|
|
|
1e2
|
9
|
9.3
|
|
|
9.4
|
-2%
|
9.7
|
-17%
|
12.8
|
-11%
|
|
1e2
|
10
|
230.6
|
|
|
249.6
|
0%
|
280.2
|
-3%
|
|
|
|
1e1
|
1
|
5.2
|
|
|
5.6
|
0%
|
6.0
|
-17%
|
6.0
|
-3%
|
|
1e1
|
2
|
7.2
|
|
|
8.1
|
-14%
|
7.4
|
-3%
|
9.4
|
-6%
|
|
1e1
|
3
|
35.1
|
|
|
46.8
|
-13%
|
35.9
|
-2%
|
174.8
|
-26%
|
|
1e1
|
4
|
3.5
|
|
|
3.2
|
20%
|
3.3
|
18%
|
3.2
|
17%
|
|
1e1
|
5
|
30.6
|
|
|
40.3
|
-3%
|
31.1
|
0%
|
65.8
|
-30%
|
|
1e1
|
7
|
33.5
|
|
|
51.0
|
-16%
|
33.0
|
0%
|
|
|
|
1e1
|
8
|
47.8
|
|
|
56.8
|
0%
|
48.4
|
9%
|
|
|
|
1e1
|
9
|
6.5
|
|
|
6.6
|
0%
|
6.5
|
4%
|
7.0
|
0%
|
|
1e1
|
10
|
253.3
|
|
|
391.2
|
-10%
|
236.6
|
6%
|
467.2
|
-17%
|
|
2e0
|
1
|
5.3
|
|
|
5.3
|
8%
|
5.6
|
-12%
|
6.4
|
-2%
|
|
2e0
|
2
|
5.8
|
|
|
5.5
|
22%
|
5.7
|
7%
|
5.8
|
7%
|
|
2e0
|
3
|
52.8
|
|
|
61.5
|
0%
|
55.6
|
4%
|
305.2
|
-28%
|
|
2e0
|
4
|
3.2
|
|
|
3.3
|
2%
|
3.3
|
-4%
|
4.1
|
-13%
|
|
2e0
|
5
|
44.5
|
|
|
51.6
|
-5%
|
46.0
|
-10%
|
94.5
|
-17%
|
|
2e0
|
7
|
45.6
|
|
|
54.6
|
-8%
|
47.5
|
-8%
|
|
|
|
2e0
|
8
|
49.7
|
|
|
53.2
|
-4%
|
51.1
|
0%
|
|
|
|
2e0
|
9
|
5.4
|
|
|
5.1
|
8%
|
5.2
|
5%
|
7.2
|
-13%
|
|
2e0
|
10
|
219.9
|
|
|
309.7
|
-10%
|
201.8
|
5%
|
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
2.0
|
|
|
2.1
|
-4%
|
2.2
|
-7%
|
|
|
|
0
|
1e8
|
9.1
|
|
|
9.7
|
-3%
|
8.6
|
7%
|
|
|
|
0
|
1e9
|
117.8
|
|
|
123.4
|
0%
|
136.4
|
0%
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
2.0
|
|
|
2.1
|
-4%
|
2.2
|
-7%
|
|
|
|
0
|
1e8
|
9.1
|
|
|
9.7
|
-3%
|
8.6
|
7%
|
|
|
|
0
|
1e9
|
117.8
|
|
|
123.4
|
0%
|
136.4
|
0%
|
|
|
|
1
|
1e7
|
2.1
|
|
|
2.2
|
0%
|
2.2
|
-2%
|
|
|
|
1
|
1e8
|
8.9
|
|
|
8.7
|
21%
|
8.3
|
22%
|
|
|
|
1
|
1e9
|
128.0
|
|
|
125.6
|
-2%
|
116.7
|
5%
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
267.8
|
|
|
228.7
|
8%
|
206.8
|
13%
|
|
|
|
2
|
617.4
|
|
|
630.5
|
0%
|
619.1
|
1%
|
|
|
|
3
|
688.3
|
|
|
836.0
|
-5%
|
501.2
|
14%
|
|
|
|
4
|
|
|
|
606.4
|
|
640.8
|
|
|
|
|
5
|
45.4
|
|
|
45.7
|
-2%
|
45.1
|
2%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
6.1
|
|
|
6.2
|
1%
|
5.8
|
7%
|
|
|
|
1e8
|
51.2
|
|
|
51.1
|
0%
|
50.8
|
0%
|
|
|
|
1e9
|
|
|
|
1677.5
|
|
1427.8
|
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
499.7
|
|
428.1
|
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
499.7
|
|
428.1
|
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
4.7
|
|
|
4.5
|
6%
|
4.3
|
9%
|
|
|
|
1
|
1e8
|
36.9
|
|
|
37.1
|
0%
|
37.1
|
0%
|
|
|
|
1
|
1e9
|
761.8
|
|
|
644.4
|
18%
|
578.8
|
31%
|
|
|
|
2
|
1e7
|
4.2
|
|
|
4.2
|
0%
|
4.1
|
4%
|
|
|
|
2
|
1e8
|
45.8
|
|
|
45.2
|
1%
|
45.1
|
1%
|
|
|
|
2
|
1e9
|
1802.0
|
|
|
1842.0
|
-2%
|
1808.2
|
0%
|
|
|
|
3
|
1e7
|
4.8
|
|
|
4.8
|
0%
|
4.6
|
3%
|
|
|
|
3
|
1e8
|
49.6
|
|
|
49.1
|
0%
|
48.8
|
1%
|
|
|
|
3
|
1e9
|
2010.5
|
|
|
2454.1
|
-18%
|
1450.3
|
38%
|
|
|
|
4
|
1e7
|
5.0
|
|
|
4.8
|
3%
|
4.3
|
14%
|
|
|
|
4
|
1e8
|
44.8
|
|
|
44.8
|
0%
|
44.2
|
1%
|
|
|
|
4
|
1e9
|
|
|
|
1769.6
|
|
1873.7
|
|
|
|
|
5
|
1e7
|
11.9
|
|
|
12.5
|
-4%
|
11.4
|
4%
|
|
|
|
5
|
1e8
|
78.9
|
|
|
78.9
|
0%
|
78.9
|
0%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
6.1
|
|
|
6.2
|
1%
|
5.8
|
7%
|
|
|
|
0
|
1e8
|
51.2
|
|
|
51.1
|
0%
|
50.8
|
0%
|
|
|
|
0
|
1e9
|
|
|
|
1677.5
|
|
1427.8
|
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
6.1
|
|
|
6.2
|
1%
|
5.8
|
7%
|
|
|
|
0
|
1e8
|
51.2
|
|
|
51.1
|
0%
|
50.8
|
0%
|
|
|
|
0
|
1e9
|
|
|
|
1677.5
|
|
1427.8
|
|
|
|
cudf
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
|
|
|
|
|
0.2
|
|
|
|
|
2
|
|
|
|
|
|
0.2
|
|
|
|
|
3
|
|
|
|
|
|
0.6
|
|
|
|
|
4
|
|
|
|
|
|
0.5
|
|
|
|
|
5
|
|
|
|
|
|
0.6
|
|
|
|
|
10
|
|
|
|
|
|
5.4
|
|
|
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
0.3
|
|
|
0.3
|
55%
|
0.2
|
255%
|
|
|
|
1e8
|
|
|
|
|
|
2.3
|
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
|
|
|
|
|
1.3
|
|
|
|
|
1e1
|
|
|
|
|
|
1.4
|
|
|
|
|
2e0
|
|
|
|
|
|
1.7
|
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
|
|
1.3
|
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
|
|
1.3
|
|
|
|
|
1
|
|
|
|
|
|
1.3
|
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.1
|
|
|
0.0
|
186%
|
0.0
|
173%
|
|
|
|
1
|
1e8
|
|
|
|
|
|
0.4
|
|
|
|
|
2
|
1e7
|
0.1
|
|
|
0.0
|
96%
|
0.0
|
111%
|
|
|
|
2
|
1e8
|
|
|
|
|
|
0.3
|
|
|
|
|
3
|
1e7
|
1.0
|
|
|
0.9
|
13%
|
0.1
|
1248%
|
|
|
|
3
|
1e8
|
|
|
|
|
|
1.1
|
|
|
|
|
4
|
1e7
|
0.3
|
|
|
0.2
|
35%
|
0.2
|
12%
|
|
|
|
4
|
1e8
|
|
|
|
|
|
0.8
|
|
|
|
|
5
|
1e7
|
0.1
|
|
|
0.1
|
1%
|
0.1
|
-6%
|
|
|
|
5
|
1e8
|
|
|
|
|
|
1.1
|
|
|
|
|
10
|
1e7
|
0.5
|
|
|
0.5
|
1%
|
0.6
|
-9%
|
|
|
|
10
|
1e8
|
|
|
|
|
|
10.3
|
|
|
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
|
|
|
|
|
0.2
|
|
|
|
|
1
|
1e1
|
|
|
|
|
|
0.2
|
|
|
|
|
1
|
2e0
|
|
|
|
|
|
0.2
|
|
|
|
|
2
|
1e2
|
|
|
|
|
|
0.2
|
|
|
|
|
2
|
1e1
|
|
|
|
|
|
0.2
|
|
|
|
|
2
|
2e0
|
|
|
|
|
|
0.2
|
|
|
|
|
3
|
1e2
|
|
|
|
|
|
0.6
|
|
|
|
|
3
|
1e1
|
|
|
|
|
|
0.8
|
|
|
|
|
3
|
2e0
|
|
|
|
|
|
1.4
|
|
|
|
|
4
|
1e2
|
|
|
|
|
|
0.5
|
|
|
|
|
4
|
1e1
|
|
|
|
|
|
0.4
|
|
|
|
|
4
|
2e0
|
|
|
|
|
|
0.5
|
|
|
|
|
5
|
1e2
|
|
|
|
|
|
0.6
|
|
|
|
|
5
|
1e1
|
|
|
|
|
|
0.8
|
|
|
|
|
5
|
2e0
|
|
|
|
|
|
1.5
|
|
|
|
|
10
|
1e2
|
|
|
|
|
|
5.4
|
|
|
|
|
10
|
1e1
|
|
|
|
|
|
5.8
|
|
|
|
|
10
|
2e0
|
|
|
|
|
|
6.2
|
|
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
0.3
|
|
|
0.3
|
55%
|
0.2
|
255%
|
|
|
|
1e2
|
1e8
|
|
|
|
|
|
2.3
|
|
|
|
|
1e1
|
1e7
|
0.1
|
|
|
0.1
|
1%
|
0.2
|
-1%
|
|
|
|
1e1
|
1e8
|
|
|
|
|
|
2.6
|
|
|
|
|
2e0
|
1e7
|
0.2
|
|
|
0.2
|
0%
|
0.2
|
6%
|
|
|
|
2e0
|
1e8
|
|
|
|
|
|
3.1
|
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
|
|
|
|
|
0.2
|
|
|
|
|
1e2
|
2
|
|
|
|
|
|
0.2
|
|
|
|
|
1e2
|
3
|
|
|
|
|
|
0.6
|
|
|
|
|
1e2
|
4
|
|
|
|
|
|
0.5
|
|
|
|
|
1e2
|
5
|
|
|
|
|
|
0.6
|
|
|
|
|
1e2
|
10
|
|
|
|
|
|
5.4
|
|
|
|
|
1e1
|
1
|
|
|
|
|
|
0.2
|
|
|
|
|
1e1
|
2
|
|
|
|
|
|
0.2
|
|
|
|
|
1e1
|
3
|
|
|
|
|
|
0.8
|
|
|
|
|
1e1
|
4
|
|
|
|
|
|
0.4
|
|
|
|
|
1e1
|
5
|
|
|
|
|
|
0.8
|
|
|
|
|
1e1
|
10
|
|
|
|
|
|
5.8
|
|
|
|
|
2e0
|
1
|
|
|
|
|
|
0.2
|
|
|
|
|
2e0
|
2
|
|
|
|
|
|
0.2
|
|
|
|
|
2e0
|
3
|
|
|
|
|
|
1.4
|
|
|
|
|
2e0
|
4
|
|
|
|
|
|
0.5
|
|
|
|
|
2e0
|
5
|
|
|
|
|
|
1.5
|
|
|
|
|
2e0
|
10
|
|
|
|
|
|
6.2
|
|
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
0.3
|
|
|
0.3
|
55%
|
0.2
|
255%
|
|
|
|
0
|
1e8
|
|
|
|
|
|
2.3
|
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
0.3
|
|
|
0.3
|
55%
|
0.2
|
255%
|
|
|
|
0
|
1e8
|
|
|
|
|
|
2.3
|
|
|
|
|
1
|
1e7
|
0.1
|
|
|
0.1
|
0%
|
0.1
|
-4%
|
|
|
|
1
|
1e8
|
|
|
|
|
|
2.4
|
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
2.1
|
|
|
2.1
|
1%
|
|
|
|
|
|
2
|
0.2
|
|
|
0.2
|
0%
|
|
|
|
|
|
3
|
0.8
|
|
|
0.8
|
0%
|
|
|
|
|
|
4
|
0.2
|
|
|
0.2
|
0%
|
|
|
|
|
|
5
|
2.2
|
|
|
2.2
|
1%
|
|
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
1.1
|
|
|
1.1
|
0%
|
|
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1.1
|
|
|
1.1
|
0%
|
|
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1.1
|
|
|
1.1
|
0%
|
|
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
2.1
|
|
|
2.1
|
1%
|
|
|
|
|
|
2
|
1e7
|
0.2
|
|
|
0.2
|
0%
|
|
|
|
|
|
3
|
1e7
|
0.8
|
|
|
0.8
|
0%
|
|
|
|
|
|
4
|
1e7
|
0.2
|
|
|
0.2
|
0%
|
|
|
|
|
|
5
|
1e7
|
2.2
|
|
|
2.2
|
1%
|
|
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.1
|
|
|
1.1
|
0%
|
|
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
1.1
|
|
|
1.1
|
0%
|
|
|
|
|
dask
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
322.8
|
|
|
321.6
|
0%
|
305.5
|
5%
|
78.5
|
110%
|
|
2
|
316.6
|
|
|
312.5
|
0%
|
332.3
|
-2%
|
41.0
|
235%
|
|
3
|
1979.3
|
|
|
1964.6
|
3%
|
1856.9
|
6%
|
|
|
|
4
|
1.0
|
|
|
1.1
|
-9%
|
1.0
|
-5%
|
0.9
|
-6%
|
|
5
|
3.9
|
|
|
4.1
|
-2%
|
3.9
|
-5%
|
3.7
|
6%
|
|
7
|
69.3
|
|
|
71.1
|
-4%
|
70.5
|
0%
|
|
|
|
8
|
1894.6
|
|
|
1902.4
|
0%
|
1923.6
|
-1%
|
|
|
|
9
|
|
|
|
|
|
|
|
28.2
|
|
|
10
|
13.4
|
|
|
13.9
|
-3%
|
14.2
|
-5%
|
13.1
|
1%
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1e8
|
544.9
|
|
|
546.2
|
0%
|
551.5
|
1%
|
|
|
|
1e9
|
2565.1
|
|
|
2549.2
|
0%
|
2444.4
|
2%
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
|
|
|
|
|
|
|
|
|
|
1e1
|
|
|
|
|
|
|
|
|
|
|
2e0
|
|
|
|
|
|
|
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
|
|
|
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
|
|
|
|
|
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.1
|
|
|
0.1
|
-4%
|
0.1
|
6%
|
0.1
|
3%
|
|
1
|
1e8
|
0.7
|
|
|
0.7
|
5%
|
0.7
|
5%
|
0.6
|
17%
|
|
1
|
1e9
|
967.4
|
|
|
964.1
|
0%
|
915.7
|
5%
|
234.6
|
312%
|
|
2
|
1e7
|
0.2
|
|
|
0.2
|
1%
|
0.2
|
-4%
|
0.2
|
13%
|
|
2
|
1e8
|
1.5
|
|
|
1.6
|
-1%
|
1.5
|
2%
|
1.4
|
9%
|
|
2
|
1e9
|
948.1
|
|
|
935.8
|
1%
|
995.3
|
-4%
|
121.3
|
681%
|
|
3
|
1e7
|
1.7
|
|
|
1.6
|
1%
|
1.6
|
6%
|
1.3
|
29%
|
|
3
|
1e8
|
156.4
|
|
|
144.4
|
8%
|
147.0
|
6%
|
155.1
|
0%
|
|
3
|
1e9
|
5779.9
|
|
|
5747.6
|
0%
|
5422.1
|
6%
|
|
|
|
4
|
1e7
|
0.2
|
|
|
0.2
|
-11%
|
0.2
|
-12%
|
0.3
|
-25%
|
|
4
|
1e8
|
1.7
|
|
|
1.9
|
-7%
|
1.7
|
1%
|
1.6
|
11%
|
|
5
|
1e7
|
0.4
|
|
|
0.4
|
0%
|
0.4
|
-9%
|
0.3
|
11%
|
|
5
|
1e8
|
7.3
|
|
|
7.8
|
-6%
|
7.4
|
0%
|
7.1
|
2%
|
|
7
|
1e7
|
1.4
|
|
|
1.4
|
-6%
|
1.3
|
0%
|
|
|
|
7
|
1e8
|
137.3
|
|
|
140.8
|
-2%
|
139.7
|
-1%
|
|
|
|
8
|
1e7
|
280.4
|
|
|
278.7
|
0%
|
284.6
|
-1%
|
|
|
|
8
|
1e8
|
3508.9
|
|
|
3526.0
|
0%
|
3562.7
|
-1%
|
|
|
|
9
|
1e7
|
|
|
|
|
|
|
|
28.2
|
|
|
10
|
1e7
|
13.4
|
|
|
13.9
|
-3%
|
14.2
|
-5%
|
13.1
|
1%
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
322.8
|
|
|
321.6
|
0%
|
305.5
|
5%
|
78.5
|
110%
|
|
1
|
1e1
|
335.6
|
|
|
341.1
|
-1%
|
328.7
|
2%
|
49.3
|
196%
|
|
1
|
2e0
|
329.8
|
|
|
330.0
|
-10%
|
330.4
|
-1%
|
129.3
|
49%
|
|
2
|
1e2
|
316.6
|
|
|
312.5
|
0%
|
332.3
|
-2%
|
41.0
|
235%
|
|
2
|
1e1
|
324.1
|
|
|
326.2
|
-1%
|
323.3
|
-1%
|
15.0
|
710%
|
|
2
|
2e0
|
326.2
|
|
|
353.7
|
-3%
|
359.8
|
-4%
|
46.2
|
211%
|
|
3
|
1e2
|
1979.3
|
|
|
1964.6
|
3%
|
1856.9
|
6%
|
|
|
|
3
|
1e1
|
259.9
|
|
|
251.1
|
-1%
|
271.5
|
-3%
|
234.3
|
10%
|
|
3
|
2e0
|
509.3
|
|
|
577.0
|
-5%
|
493.7
|
3%
|
384.8
|
48%
|
|
4
|
1e2
|
1.0
|
|
|
1.1
|
-9%
|
1.0
|
-5%
|
0.9
|
-6%
|
|
4
|
1e1
|
1.0
|
|
|
1.1
|
-17%
|
1.0
|
-6%
|
0.9
|
-4%
|
|
4
|
2e0
|
1.0
|
|
|
1.0
|
3%
|
1.0
|
0%
|
1.0
|
5%
|
|
5
|
1e2
|
3.9
|
|
|
4.1
|
-2%
|
3.9
|
-5%
|
3.7
|
6%
|
|
5
|
1e1
|
14.6
|
|
|
14.4
|
0%
|
14.3
|
-1%
|
14.5
|
-3%
|
|
5
|
2e0
|
33.8
|
|
|
32.7
|
0%
|
32.3
|
4%
|
36.5
|
-12%
|
|
7
|
1e2
|
69.3
|
|
|
71.1
|
-4%
|
70.5
|
0%
|
|
|
|
7
|
1e1
|
242.4
|
|
|
248.9
|
-3%
|
256.3
|
-2%
|
|
|
|
7
|
2e0
|
491.9
|
|
|
532.0
|
-9%
|
480.8
|
1%
|
|
|
|
8
|
1e2
|
1894.6
|
|
|
1902.4
|
0%
|
1923.6
|
-1%
|
|
|
|
8
|
1e1
|
2461.0
|
|
|
2665.1
|
-7%
|
2572.9
|
-4%
|
|
|
|
9
|
1e2
|
|
|
|
|
|
|
|
28.2
|
|
|
9
|
1e1
|
|
|
|
|
|
|
|
4.6
|
|
|
9
|
2e0
|
|
|
|
|
|
|
|
31.6
|
|
|
10
|
1e2
|
13.4
|
|
|
13.9
|
-3%
|
14.2
|
-5%
|
13.1
|
1%
|
|
10
|
1e1
|
|
|
|
|
|
|
|
27.3
|
|
|
10
|
2e0
|
|
|
|
|
|
|
|
865.2
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1e2
|
1e8
|
544.9
|
|
|
546.2
|
0%
|
551.5
|
1%
|
|
|
|
1e2
|
1e9
|
2565.1
|
|
|
2549.2
|
0%
|
2444.4
|
2%
|
|
|
|
1e1
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1e1
|
1e8
|
167.6
|
|
|
166.5
|
-1%
|
175.9
|
-1%
|
|
|
|
1e1
|
1e9
|
988.5
|
|
|
999.8
|
-1%
|
977.0
|
1%
|
95.4
|
1353%
|
|
2e0
|
1e7
|
|
|
|
|
|
|
|
|
|
|
2e0
|
1e8
|
|
|
|
|
|
|
|
|
|
|
2e0
|
1e9
|
983.1
|
|
|
1024.5
|
-3%
|
1034.3
|
-4%
|
262.3
|
383%
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
322.8
|
|
|
321.6
|
0%
|
305.5
|
5%
|
78.5
|
110%
|
|
1e2
|
2
|
316.6
|
|
|
312.5
|
0%
|
332.3
|
-2%
|
41.0
|
235%
|
|
1e2
|
3
|
1979.3
|
|
|
1964.6
|
3%
|
1856.9
|
6%
|
|
|
|
1e2
|
4
|
1.0
|
|
|
1.1
|
-9%
|
1.0
|
-5%
|
0.9
|
-6%
|
|
1e2
|
5
|
3.9
|
|
|
4.1
|
-2%
|
3.9
|
-5%
|
3.7
|
6%
|
|
1e2
|
7
|
69.3
|
|
|
71.1
|
-4%
|
70.5
|
0%
|
|
|
|
1e2
|
8
|
1894.6
|
|
|
1902.4
|
0%
|
1923.6
|
-1%
|
|
|
|
1e2
|
9
|
|
|
|
|
|
|
|
28.2
|
|
|
1e2
|
10
|
13.4
|
|
|
13.9
|
-3%
|
14.2
|
-5%
|
13.1
|
1%
|
|
1e1
|
1
|
335.6
|
|
|
341.1
|
-1%
|
328.7
|
2%
|
49.3
|
196%
|
|
1e1
|
2
|
324.1
|
|
|
326.2
|
-1%
|
323.3
|
-1%
|
15.0
|
710%
|
|
1e1
|
3
|
259.9
|
|
|
251.1
|
-1%
|
271.5
|
-3%
|
234.3
|
10%
|
|
1e1
|
4
|
1.0
|
|
|
1.1
|
-17%
|
1.0
|
-6%
|
0.9
|
-4%
|
|
1e1
|
5
|
14.6
|
|
|
14.4
|
0%
|
14.3
|
-1%
|
14.5
|
-3%
|
|
1e1
|
7
|
242.4
|
|
|
248.9
|
-3%
|
256.3
|
-2%
|
|
|
|
1e1
|
8
|
2461.0
|
|
|
2665.1
|
-7%
|
2572.9
|
-4%
|
|
|
|
1e1
|
9
|
|
|
|
|
|
|
|
4.6
|
|
|
1e1
|
10
|
|
|
|
|
|
|
|
27.3
|
|
|
2e0
|
1
|
329.8
|
|
|
330.0
|
-10%
|
330.4
|
-1%
|
129.3
|
49%
|
|
2e0
|
2
|
326.2
|
|
|
353.7
|
-3%
|
359.8
|
-4%
|
46.2
|
211%
|
|
2e0
|
3
|
509.3
|
|
|
577.0
|
-5%
|
493.7
|
3%
|
384.8
|
48%
|
|
2e0
|
4
|
1.0
|
|
|
1.0
|
3%
|
1.0
|
0%
|
1.0
|
5%
|
|
2e0
|
5
|
33.8
|
|
|
32.7
|
0%
|
32.3
|
4%
|
36.5
|
-12%
|
|
2e0
|
7
|
491.9
|
|
|
532.0
|
-9%
|
480.8
|
1%
|
|
|
|
2e0
|
9
|
|
|
|
|
|
|
|
31.6
|
|
|
2e0
|
10
|
|
|
|
|
|
|
|
865.2
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
|
|
|
|
|
|
|
|
|
|
0
|
1e8
|
544.9
|
|
|
546.2
|
0%
|
551.5
|
1%
|
|
|
|
0
|
1e9
|
2565.1
|
|
|
2549.2
|
0%
|
2444.4
|
2%
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
|
|
|
|
|
|
|
|
|
|
0
|
1e8
|
544.9
|
|
|
546.2
|
0%
|
551.5
|
1%
|
|
|
|
0
|
1e9
|
2565.1
|
|
|
2549.2
|
0%
|
2444.4
|
2%
|
|
|
|
1
|
1e7
|
|
|
|
|
|
|
|
|
|
|
1
|
1e8
|
563.9
|
|
|
550.8
|
-3%
|
556.1
|
-1%
|
|
|
|
1
|
1e9
|
2620.5
|
|
|
2480.4
|
2%
|
2519.8
|
1%
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
111.1
|
|
|
107.6
|
2%
|
131.7
|
-5%
|
|
|
|
2
|
120.9
|
|
|
113.2
|
5%
|
136.8
|
-3%
|
|
|
|
3
|
119.5
|
|
|
106.5
|
8%
|
128.2
|
0%
|
|
|
|
4
|
135.9
|
|
|
142.9
|
-1%
|
160.9
|
-6%
|
|
|
|
5
|
217.6
|
|
|
219.0
|
0%
|
210.4
|
3%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
57.7
|
|
|
57.6
|
2%
|
55.6
|
5%
|
|
|
|
1e8
|
225.9
|
|
|
217.9
|
4%
|
261.9
|
-13%
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
132.5
|
|
|
128.8
|
3%
|
147.3
|
-3%
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
132.5
|
|
|
128.8
|
3%
|
147.3
|
-3%
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
16.6
|
|
|
16.2
|
2%
|
15.7
|
5%
|
|
|
|
1
|
1e8
|
205.6
|
|
|
199.1
|
3%
|
247.7
|
-17%
|
|
|
|
2
|
1e7
|
17.7
|
|
|
17.2
|
3%
|
16.8
|
5%
|
|
|
|
2
|
1e8
|
224.1
|
|
|
209.3
|
7%
|
256.8
|
-12%
|
|
|
|
3
|
1e7
|
16.2
|
|
|
15.5
|
4%
|
15.1
|
7%
|
|
|
|
3
|
1e8
|
222.7
|
|
|
197.6
|
12%
|
241.2
|
-7%
|
|
|
|
4
|
1e7
|
20.5
|
|
|
20.2
|
1%
|
19.8
|
3%
|
|
|
|
4
|
1e8
|
251.3
|
|
|
265.6
|
-5%
|
302.1
|
-16%
|
|
|
|
5
|
1e7
|
217.6
|
|
|
219.0
|
0%
|
210.4
|
3%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
57.7
|
|
|
57.6
|
2%
|
55.6
|
5%
|
|
|
|
0
|
1e8
|
225.9
|
|
|
217.9
|
4%
|
261.9
|
-13%
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
57.7
|
|
|
57.6
|
2%
|
55.6
|
5%
|
|
|
|
0
|
1e8
|
225.9
|
|
|
217.9
|
4%
|
261.9
|
-13%
|
|
|
juliadf
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
14.2
|
|
|
14.7
|
-1%
|
|
|
31.8
|
-21%
|
|
2
|
19.6
|
|
|
20.2
|
0%
|
|
|
22.8
|
-4%
|
|
3
|
131.9
|
|
|
132.0
|
0%
|
|
|
|
|
|
4
|
18.9
|
|
|
17.8
|
2%
|
|
|
|
|
|
5
|
155.4
|
|
|
153.4
|
1%
|
|
|
|
|
|
6
|
71.3
|
|
|
69.1
|
2%
|
|
|
|
|
|
7
|
141.8
|
|
|
141.4
|
0%
|
|
|
|
|
|
8
|
165.3
|
|
|
167.3
|
0%
|
|
|
|
|
|
9
|
93.6
|
|
|
88.5
|
2%
|
|
|
|
|
|
10
|
18.5
|
|
|
18.4
|
0%
|
20.7
|
-6%
|
26.5
|
-21%
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
2.2
|
|
|
2.2
|
1%
|
2.2
|
-2%
|
|
|
|
1e8
|
15.5
|
|
|
15.5
|
0%
|
16.1
|
-1%
|
|
|
|
1e9
|
255.0
|
|
|
252.6
|
0%
|
|
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
85.3
|
|
|
84.5
|
0%
|
|
|
|
|
|
1e1
|
12.8
|
|
|
12.8
|
-1%
|
12.6
|
0%
|
|
|
|
2e0
|
19.3
|
|
|
19.0
|
0%
|
19.1
|
0%
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
85.3
|
|
|
84.5
|
0%
|
|
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
85.3
|
|
|
84.5
|
0%
|
|
|
|
|
|
1
|
70.0
|
|
|
71.1
|
-1%
|
|
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
5.8
|
|
|
5.7
|
2%
|
5.2
|
12%
|
4.6
|
25%
|
|
1
|
1e8
|
6.9
|
|
|
6.9
|
0%
|
6.4
|
7%
|
9.6
|
-28%
|
|
1
|
1e9
|
29.8
|
|
|
31.6
|
-5%
|
|
|
81.1
|
-63%
|
|
2
|
1e7
|
0.6
|
|
|
0.6
|
-1%
|
0.6
|
-3%
|
0.6
|
5%
|
|
2
|
1e8
|
4.7
|
|
|
4.6
|
2%
|
4.7
|
0%
|
4.8
|
-2%
|
|
2
|
1e9
|
53.6
|
|
|
55.6
|
-3%
|
|
|
63.1
|
-14%
|
|
3
|
1e7
|
1.8
|
|
|
1.8
|
0%
|
2.4
|
-22%
|
2.7
|
-32%
|
|
3
|
1e8
|
15.2
|
|
|
15.2
|
0%
|
16.0
|
-4%
|
39.7
|
-61%
|
|
3
|
1e9
|
378.6
|
|
|
379.1
|
0%
|
|
|
|
|
|
4
|
1e7
|
1.1
|
|
|
1.1
|
2%
|
1.1
|
-2%
|
1.0
|
5%
|
|
4
|
1e8
|
4.3
|
|
|
4.3
|
-1%
|
4.4
|
-2%
|
6.1
|
-30%
|
|
4
|
1e9
|
51.4
|
|
|
48.0
|
7%
|
|
|
|
|
|
5
|
1e7
|
1.2
|
|
|
1.1
|
6%
|
1.1
|
5%
|
1.5
|
-17%
|
|
5
|
1e8
|
19.4
|
|
|
19.9
|
-2%
|
20.0
|
-2%
|
24.0
|
-19%
|
|
5
|
1e9
|
445.5
|
|
|
439.3
|
1%
|
|
|
|
|
|
6
|
1e7
|
2.3
|
|
|
2.3
|
0%
|
2.4
|
-4%
|
|
|
|
6
|
1e8
|
15.0
|
|
|
14.4
|
3%
|
14.7
|
1%
|
|
|
|
6
|
1e9
|
196.5
|
|
|
190.7
|
3%
|
|
|
|
|
|
7
|
1e7
|
1.6
|
|
|
1.6
|
0%
|
1.7
|
-5%
|
|
|
|
7
|
1e8
|
16.9
|
|
|
16.6
|
2%
|
16.7
|
1%
|
|
|
|
7
|
1e9
|
407.0
|
|
|
406.0
|
0%
|
|
|
|
|
|
8
|
1e7
|
2.0
|
|
|
2.0
|
0%
|
2.1
|
-4%
|
|
|
|
8
|
1e8
|
23.1
|
|
|
23.4
|
-1%
|
23.1
|
0%
|
|
|
|
8
|
1e9
|
470.7
|
|
|
476.6
|
-1%
|
|
|
|
|
|
9
|
1e7
|
2.2
|
|
|
2.2
|
0%
|
2.2
|
0%
|
4.2
|
-47%
|
|
9
|
1e8
|
16.3
|
|
|
16.2
|
1%
|
16.5
|
0%
|
35.6
|
-54%
|
|
9
|
1e9
|
262.2
|
|
|
247.0
|
6%
|
|
|
|
|
|
10
|
1e7
|
3.3
|
|
|
3.3
|
0%
|
3.4
|
-2%
|
3.8
|
-11%
|
|
10
|
1e8
|
33.7
|
|
|
33.4
|
0%
|
38.0
|
-11%
|
49.2
|
-31%
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
14.2
|
|
|
14.7
|
-1%
|
|
|
31.8
|
-21%
|
|
1
|
1e1
|
6.6
|
|
|
6.8
|
-3%
|
6.1
|
9%
|
13.1
|
-22%
|
|
1
|
2e0
|
8.3
|
|
|
8.2
|
0%
|
7.6
|
9%
|
26.4
|
-34%
|
|
2
|
1e2
|
19.6
|
|
|
20.2
|
0%
|
|
|
22.8
|
-4%
|
|
2
|
1e1
|
1.1
|
|
|
1.1
|
0%
|
1.1
|
0%
|
1.7
|
-26%
|
|
2
|
2e0
|
1.1
|
|
|
1.1
|
-5%
|
1.1
|
-5%
|
2.3
|
-46%
|
|
3
|
1e2
|
131.9
|
|
|
132.0
|
0%
|
|
|
|
|
|
3
|
1e1
|
17.9
|
|
|
18.2
|
-1%
|
18.7
|
-8%
|
48.8
|
-58%
|
|
3
|
2e0
|
26.5
|
|
|
26.2
|
0%
|
26.9
|
-5%
|
58.9
|
-55%
|
|
4
|
1e2
|
18.9
|
|
|
17.8
|
2%
|
|
|
|
|
|
4
|
1e1
|
2.8
|
|
|
2.9
|
-3%
|
2.9
|
-1%
|
6.0
|
-44%
|
|
4
|
2e0
|
4.0
|
|
|
3.7
|
4%
|
3.7
|
3%
|
11.1
|
-59%
|
|
5
|
1e2
|
155.4
|
|
|
153.4
|
1%
|
|
|
|
|
|
5
|
1e1
|
16.7
|
|
|
17.1
|
-2%
|
16.7
|
-1%
|
39.6
|
-44%
|
|
5
|
2e0
|
21.7
|
|
|
21.4
|
0%
|
21.8
|
0%
|
57.0
|
-60%
|
|
6
|
1e2
|
71.3
|
|
|
69.1
|
2%
|
|
|
|
|
|
6
|
1e1
|
6.1
|
|
|
6.3
|
-4%
|
6.1
|
0%
|
|
|
|
6
|
2e0
|
7.9
|
|
|
7.8
|
0%
|
7.9
|
0%
|
|
|
|
7
|
1e2
|
141.8
|
|
|
141.4
|
0%
|
|
|
|
|
|
7
|
1e1
|
18.6
|
|
|
18.6
|
-2%
|
18.7
|
-2%
|
|
|
|
7
|
2e0
|
30.9
|
|
|
30.1
|
1%
|
31.1
|
-2%
|
|
|
|
8
|
1e2
|
165.3
|
|
|
167.3
|
0%
|
|
|
|
|
|
8
|
1e1
|
24.1
|
|
|
24.4
|
-2%
|
24.0
|
0%
|
|
|
|
8
|
2e0
|
52.1
|
|
|
50.4
|
1%
|
50.6
|
1%
|
|
|
|
9
|
1e2
|
93.6
|
|
|
88.5
|
2%
|
|
|
|
|
|
9
|
1e1
|
6.8
|
|
|
6.8
|
-1%
|
6.6
|
2%
|
46.4
|
-76%
|
|
9
|
2e0
|
6.8
|
|
|
6.8
|
-2%
|
6.7
|
-1%
|
117.8
|
-87%
|
|
10
|
1e2
|
18.5
|
|
|
18.4
|
0%
|
20.7
|
-6%
|
26.5
|
-21%
|
|
10
|
1e1
|
27.7
|
|
|
25.8
|
3%
|
25.4
|
4%
|
45.5
|
-40%
|
|
10
|
2e0
|
33.8
|
|
|
34.0
|
-1%
|
33.8
|
0%
|
68.0
|
-50%
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
2.2
|
|
|
2.2
|
1%
|
2.2
|
-2%
|
|
|
|
1e2
|
1e8
|
15.5
|
|
|
15.5
|
0%
|
16.1
|
-1%
|
|
|
|
1e2
|
1e9
|
255.0
|
|
|
252.6
|
0%
|
|
|
|
|
|
1e1
|
1e7
|
2.6
|
|
|
2.7
|
-3%
|
2.6
|
-1%
|
|
|
|
1e1
|
1e8
|
23.1
|
|
|
22.9
|
0%
|
22.6
|
1%
|
|
|
|
2e0
|
1e7
|
3.9
|
|
|
3.9
|
-2%
|
3.9
|
-2%
|
|
|
|
2e0
|
1e8
|
34.7
|
|
|
34.0
|
1%
|
34.3
|
1%
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
14.2
|
|
|
14.7
|
-1%
|
|
|
31.8
|
-21%
|
|
1e2
|
2
|
19.6
|
|
|
20.2
|
0%
|
|
|
22.8
|
-4%
|
|
1e2
|
3
|
131.9
|
|
|
132.0
|
0%
|
|
|
|
|
|
1e2
|
4
|
18.9
|
|
|
17.8
|
2%
|
|
|
|
|
|
1e2
|
5
|
155.4
|
|
|
153.4
|
1%
|
|
|
|
|
|
1e2
|
6
|
71.3
|
|
|
69.1
|
2%
|
|
|
|
|
|
1e2
|
7
|
141.8
|
|
|
141.4
|
0%
|
|
|
|
|
|
1e2
|
8
|
165.3
|
|
|
167.3
|
0%
|
|
|
|
|
|
1e2
|
9
|
93.6
|
|
|
88.5
|
2%
|
|
|
|
|
|
1e2
|
10
|
18.5
|
|
|
18.4
|
0%
|
20.7
|
-6%
|
26.5
|
-21%
|
|
1e1
|
1
|
6.6
|
|
|
6.8
|
-3%
|
6.1
|
9%
|
13.1
|
-22%
|
|
1e1
|
2
|
1.1
|
|
|
1.1
|
0%
|
1.1
|
0%
|
1.7
|
-26%
|
|
1e1
|
3
|
17.9
|
|
|
18.2
|
-1%
|
18.7
|
-8%
|
48.8
|
-58%
|
|
1e1
|
4
|
2.8
|
|
|
2.9
|
-3%
|
2.9
|
-1%
|
6.0
|
-44%
|
|
1e1
|
5
|
16.7
|
|
|
17.1
|
-2%
|
16.7
|
-1%
|
39.6
|
-44%
|
|
1e1
|
6
|
6.1
|
|
|
6.3
|
-4%
|
6.1
|
0%
|
|
|
|
1e1
|
7
|
18.6
|
|
|
18.6
|
-2%
|
18.7
|
-2%
|
|
|
|
1e1
|
8
|
24.1
|
|
|
24.4
|
-2%
|
24.0
|
0%
|
|
|
|
1e1
|
9
|
6.8
|
|
|
6.8
|
-1%
|
6.6
|
2%
|
46.4
|
-76%
|
|
1e1
|
10
|
27.7
|
|
|
25.8
|
3%
|
25.4
|
4%
|
45.5
|
-40%
|
|
2e0
|
1
|
8.3
|
|
|
8.2
|
0%
|
7.6
|
9%
|
26.4
|
-34%
|
|
2e0
|
2
|
1.1
|
|
|
1.1
|
-5%
|
1.1
|
-5%
|
2.3
|
-46%
|
|
2e0
|
3
|
26.5
|
|
|
26.2
|
0%
|
26.9
|
-5%
|
58.9
|
-55%
|
|
2e0
|
4
|
4.0
|
|
|
3.7
|
4%
|
3.7
|
3%
|
11.1
|
-59%
|
|
2e0
|
5
|
21.7
|
|
|
21.4
|
0%
|
21.8
|
0%
|
57.0
|
-60%
|
|
2e0
|
6
|
7.9
|
|
|
7.8
|
0%
|
7.9
|
0%
|
|
|
|
2e0
|
7
|
30.9
|
|
|
30.1
|
1%
|
31.1
|
-2%
|
|
|
|
2e0
|
8
|
52.1
|
|
|
50.4
|
1%
|
50.6
|
1%
|
|
|
|
2e0
|
9
|
6.8
|
|
|
6.8
|
-2%
|
6.7
|
-1%
|
117.8
|
-87%
|
|
2e0
|
10
|
33.8
|
|
|
34.0
|
-1%
|
33.8
|
0%
|
68.0
|
-50%
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
2.2
|
|
|
2.2
|
1%
|
2.2
|
-2%
|
|
|
|
0
|
1e8
|
15.5
|
|
|
15.5
|
0%
|
16.1
|
-1%
|
|
|
|
0
|
1e9
|
255.0
|
|
|
252.6
|
0%
|
|
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
2.2
|
|
|
2.2
|
1%
|
2.2
|
-2%
|
|
|
|
0
|
1e8
|
15.5
|
|
|
15.5
|
0%
|
16.1
|
-1%
|
|
|
|
0
|
1e9
|
255.0
|
|
|
252.6
|
0%
|
|
|
|
|
|
1
|
1e7
|
2.1
|
|
|
2.0
|
2%
|
2.0
|
1%
|
|
|
|
1
|
1e8
|
14.9
|
|
|
15.1
|
-1%
|
14.8
|
0%
|
|
|
|
1
|
1e9
|
206.8
|
|
|
210.0
|
-5%
|
|
|
|
|
join
Overview
by Question (no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
203.2
|
|
|
200.1
|
1%
|
196.6
|
0%
|
|
|
|
2
|
218.0
|
|
|
215.0
|
1%
|
210.4
|
0%
|
|
|
|
3
|
265.7
|
|
|
266.8
|
0%
|
257.9
|
1%
|
|
|
|
4
|
220.6
|
|
|
218.9
|
1%
|
220.6
|
0%
|
|
|
|
5
|
434.8
|
|
|
432.9
|
1%
|
426.8
|
1%
|
|
|
by Size (no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
26.9
|
|
|
26.4
|
1%
|
27.1
|
-1%
|
|
|
|
1e8
|
510.0
|
|
|
507.1
|
0%
|
497.8
|
2%
|
|
|
by NA fraction (unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
268.5
|
|
|
266.7
|
1%
|
262.4
|
0%
|
|
|
by Sortedness (no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
268.5
|
|
|
266.7
|
1%
|
262.4
|
0%
|
|
|
Question
by Question Size (no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
24.7
|
|
|
24.5
|
1%
|
25.5
|
-3%
|
|
|
|
1
|
1e8
|
381.8
|
|
|
375.8
|
1%
|
367.7
|
3%
|
|
|
|
2
|
1e7
|
20.7
|
|
|
20.5
|
1%
|
21.2
|
-2%
|
|
|
|
2
|
1e8
|
415.2
|
|
|
409.4
|
1%
|
399.6
|
3%
|
|
|
|
3
|
1e7
|
30.4
|
|
|
29.8
|
2%
|
30.5
|
0%
|
|
|
|
3
|
1e8
|
501.0
|
|
|
503.9
|
0%
|
485.2
|
3%
|
|
|
|
4
|
1e7
|
20.1
|
|
|
19.6
|
2%
|
20.1
|
0%
|
|
|
|
4
|
1e8
|
421.1
|
|
|
418.2
|
0%
|
421.2
|
0%
|
|
|
|
5
|
1e7
|
38.5
|
|
|
37.6
|
2%
|
38.3
|
0%
|
|
|
|
5
|
1e8
|
831.1
|
|
|
828.2
|
0%
|
815.3
|
1%
|
|
|
NA fraction
by NA fraction Size (unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
26.9
|
|
|
26.4
|
1%
|
27.1
|
-1%
|
|
|
|
0
|
1e8
|
510.0
|
|
|
507.1
|
0%
|
497.8
|
2%
|
|
|
Sortedness
by NA fraction Size (no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
26.9
|
|
|
26.4
|
1%
|
27.1
|
-1%
|
|
|
|
0
|
1e8
|
510.0
|
|
|
507.1
|
0%
|
497.8
|
2%
|
|
|
clickhouse
groupby
Overview
by Question (k=1e2, no NA, unsorted)
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
31.1
|
|
|
27.3
|
59%
|
29.5
|
71%
|
|
|
|
2
|
10.9
|
|
|
8.9
|
8%
|
8.4
|
19%
|
|
|
|
3
|
36.8
|
|
|
42.0
|
4%
|
31.3
|
-4%
|
|
|
|
4
|
22.8
|
|
|
22.6
|
3%
|
25.9
|
-1%
|
|
|
|
5
|
14.3
|
|
|
13.8
|
5%
|
13.7
|
6%
|
|
|
|
6
|
12.8
|
|
|
11.6
|
24%
|
14.1
|
42%
|
|
|
|
7
|
15.2
|
|
|
8.7
|
31%
|
14.9
|
-5%
|
|
|
|
8
|
42.8
|
|
|
34.1
|
9%
|
46.1
|
-2%
|
|
|
|
9
|
17.5
|
|
|
26.6
|
-3%
|
59.0
|
-15%
|
|
|
|
10
|
9.8
|
|
|
9.9
|
0%
|
9.8
|
-2%
|
|
|
by Size (k=1e2, no NA, unsorted)
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e7
|
0.4
|
|
|
0.4
|
15%
|
0.4
|
33%
|
|
|
|
1e8
|
3.4
|
|
|
3.1
|
16%
|
3.3
|
3%
|
|
|
|
1e9
|
66.1
|
|
|
63.5
|
11%
|
79.1
|
-4%
|
|
|
by K cardinality (no NA, unsorted)
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
21.8
|
|
|
20.9
|
14%
|
25.8
|
11%
|
|
|
|
1e1
|
17.4
|
|
|
21.2
|
-2%
|
18.3
|
-3%
|
|
|
|
2e0
|
|
|
|
23.5
|
|
|
|
|
|
by NA fraction (k=1e2, unsorted)
|
NA fraction
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
21.8
|
|
|
20.9
|
14%
|
25.8
|
11%
|
|
|
by Sortedness (k=1e2, no NA)
|
Sorted
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
21.8
|
|
|
20.9
|
14%
|
25.8
|
11%
|
|
|
|
1
|
9.0
|
|
|
8.4
|
16%
|
13.1
|
-9%
|
|
|
Question
by Question Size (k=1e2, no NA, unsorted)
|
Q
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e7
|
0.2
|
|
|
0.1
|
152%
|
0.1
|
211%
|
|
|
|
1
|
1e8
|
0.3
|
|
|
0.3
|
12%
|
0.3
|
-3%
|
|
|
|
1
|
1e9
|
92.7
|
|
|
81.6
|
13%
|
88.2
|
5%
|
|
|
|
2
|
1e7
|
0.1
|
|
|
0.2
|
-13%
|
0.1
|
19%
|
|
|
|
2
|
1e8
|
1.1
|
|
|
0.9
|
15%
|
1.0
|
8%
|
|
|
|
2
|
1e9
|
31.6
|
|
|
25.6
|
23%
|
24.2
|
30%
|
|
|
|
3
|
1e7
|
0.1
|
|
|
0.1
|
2%
|
0.2
|
-14%
|
|
|
|
3
|
1e8
|
1.4
|
|
|
1.1
|
24%
|
1.6
|
-15%
|
|
|
|
3
|
1e9
|
109.0
|
|
|
124.7
|
-12%
|
92.0
|
18%
|
|
|
|
4
|
1e7
|
0.0
|
|
|
0.0
|
5%
|
0.0
|
17%
|
|
|
|
4
|
1e8
|
0.2
|
|
|
0.2
|
5%
|
0.3
|
-8%
|
|
|
|
4
|
1e9
|
68.0
|
|
|
67.4
|
0%
|
77.5
|
-12%
|
|
|
|
5
|
1e7
|
0.1
|
|
|
0.1
|
3%
|
0.1
|
13%
|
|
|
|
5
|
1e8
|
1.1
|
|
|
1.0
|
7%
|
1.1
|
2%
|
|
|
|
5
|
1e9
|
41.7
|
|
|
40.2
|
3%
|
40.0
|
4%
|
|
|
|
6
|
1e7
|
0.2
|
|
|
0.2
|
-12%
|
0.1
|
57%
|
|
|
|
6
|
1e8
|
1.9
|
|
|
1.1
|
75%
|
1.0
|
81%
|
|
|
|
6
|
1e9
|
36.4
|
|
|
33.5
|
8%
|
41.1
|
-11%
|
|
|
|
7
|
1e7
|
0.2
|
|
|
0.2
|
4%
|
0.2
|
10%
|
|
|
|
7
|
1e8
|
1.2
|
|
|
1.1
|
10%
|
1.7
|
-30%
|
|
|
|
7
|
1e9
|
44.1
|
|
|
24.8
|
77%
|
43.0
|
2%
|
|
|
|
8
|
1e7
|
0.8
|
|
|
0.9
|
-9%
|
0.8
|
0%
|
|
|
|
8
|
1e8
|
7.6
|
|
|
6.8
|
11%
|
7.5
|
1%
|
|
|
|
8
|
1e9
|
119.9
|
|
|
94.5
|
26%
|
130.0
|
-7%
|
|
|
|
9
|
1e7
|
0.2
|
|
|
0.1
|
20%
|
0.1
|
26%
|
|
|
|
9
|
1e8
|
1.0
|
|
|
1.0
|
3%
|
1.1
|
-2%
|
|
|
|
9
|
1e9
|
51.3
|
|
|
78.8
|
-34%
|
175.8
|
-70%
|
|
|
|
10
|
1e7
|
1.8
|
|
|
1.8
|
0%
|
1.9
|
-5%
|
|
|
|
10
|
1e8
|
17.8
|
|
|
17.9
|
0%
|
17.6
|
1%
|
|
|
by Question K cardinality (no NA, unsorted)
|
Q
|
K
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1
|
1e2
|
31.1
|
|
|
27.3
|
59%
|
29.5
|
71%
|
|
|
|
1
|
1e1
|
0.8
|
|
|
13.0
|
-18%
|
1.0
|
-21%
|
|
|
|
1
|
2e0
|
0.8
|
|
|
0.8
|
7%
|
1.6
|
-30%
|
|
|
|
2
|
1e2
|
10.9
|
|
|
8.9
|
8%
|
8.4
|
19%
|
|
|
|
2
|
1e1
|
4.1
|
|
|
5.8
|
-2%
|
4.2
|
5%
|
|
|
|
2
|
2e0
|
4.2
|
|
|
3.5
|
4%
|
4.0
|
-4%
|
|
|
|
3
|
1e2
|
36.8
|
|
|
42.0
|
4%
|
31.3
|
-4%
|
|
|
|
3
|
1e1
|
26.4
|
|
|
28.3
|
-1%
|
35.0
|
-17%
|
|
|
|
3
|
2e0
|
40.7
|
|
|
38.9
|
8%
|
54.3
|
-10%
|
|
|
|
4
|
1e2
|
22.8
|
|
|
22.6
|
3%
|
25.9
|
-1%
|
|
|
|
4
|
1e1
|
15.5
|
|
|
16.1
|
0%
|
15.2
|
0%
|
|
|
|
4
|
2e0
|
20.5
|
|
|
30.4
|
286%
|
|
|
|
|
|
5
|
1e2
|
14.3
|
|
|
13.8
|
5%
|
13.7
|
6%
|
|
|
|
5
|
1e1
|
18.8
|
|
|
20.1
|
8%
|
19.3
|
9%
|
|
|
|
5
|
2e0
|
26.3
|
|
|
26.6
|
-1%
|
|
|
|
|
|
6
|
1e2
|
12.8
|
|
|
11.6
|
24%
|
14.1
|
42%
|
|
|
|
6
|
1e1
|
9.6
|
|
|
15.3
|
-6%
|
10.3
|
-3%
|
|
|
|
6
|
2e0
|
8.7
|
|
|
12.6
|
4%
|
|
|
|
|
|
7
|
1e2
|
15.2
|
|
|
8.7
|
31%
|
14.9
|
-5%
|
|
|
|
7
|
1e1
|
19.9
|
|
|
29.0
|
-5%
|
23.0
|
-13%
|
|
|
|
7
|
2e0
|
26.2
|
|
|
48.9
|
-19%
|
|
|
|
|
|
8
|
1e2
|
42.8
|
|
|
34.1
|
9%
|
46.1
|
-2%
|
|
|
|
8
|
1e1
|
38.3
|
|
|
41.4
|
0%
|
32.6
|
6%
|
|
|
|
8
|
2e0
|
|
|
|
35.6
|
|
|
|
|
|
|
9
|
1e2
|
17.5
|
|
|
26.6
|
-3%
|
59.0
|
-15%
|
|
|
|
9
|
1e1
|
28.3
|
|
|
29.1
|
0%
|
29.2
|
-1%
|
|
|
|
9
|
2e0
|
|
|
|
24.2
|
|
|
|
|
|
|
10
|
1e2
|
9.8
|
|
|
9.9
|
0%
|
9.8
|
-2%
|
|
|
|
10
|
1e1
|
9.9
|
|
|
9.9
|
7%
|
10.0
|
5%
|
|
|
|
10
|
2e0
|
9.3
|
|
|
8.7
|
9%
|
9.5
|
3%
|
|
|
K cardinality
by K cardinality Size (no NA, unsorted)
|
K
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1e7
|
0.4
|
|
|
0.4
|
15%
|
0.4
|
33%
|
|
|
|
1e2
|
1e8
|
3.4
|
|
|
3.1
|
16%
|
3.3
|
3%
|
|
|
|
1e2
|
1e9
|
66.1
|
|
|
63.5
|
11%
|
79.1
|
-4%
|
|
|
|
1e1
|
1e7
|
0.4
|
|
|
0.3
|
9%
|
0.3
|
-4%
|
|
|
|
1e1
|
1e8
|
3.5
|
|
|
3.4
|
6%
|
3.6
|
0%
|
|
|
|
1e1
|
1e9
|
51.8
|
|
|
64.1
|
-25%
|
54.5
|
-6%
|
|
|
|
2e0
|
1e7
|
0.5
|
|
|
0.4
|
5%
|
0.5
|
0%
|
|
|
|
2e0
|
1e8
|
4.5
|
|
|
4.3
|
87%
|
4.5
|
91%
|
|
|
|
2e0
|
1e9
|
|
|
|
70.4
|
|
|
|
|
|
by K cardinality Question (no NA, unsorted)
|
K
|
Q
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
1e2
|
1
|
31.1
|
|
|
27.3
|
59%
|
29.5
|
71%
|
|
|
|
1e2
|
2
|
10.9
|
|
|
8.9
|
8%
|
8.4
|
19%
|
|
|
|
1e2
|
3
|
36.8
|
|
|
42.0
|
4%
|
31.3
|
-4%
|
|
|
|
1e2
|
4
|
22.8
|
|
|
22.6
|
3%
|
25.9
|
-1%
|
|
|
|
1e2
|
5
|
14.3
|
|
|
13.8
|
5%
|
13.7
|
6%
|
|
|
|
1e2
|
6
|
12.8
|
|
|
11.6
|
24%
|
14.1
|
42%
|
|
|
|
1e2
|
7
|
15.2
|
|
|
8.7
|
31%
|
14.9
|
-5%
|
|
|
|
1e2
|
8
|
42.8
|
|
|
34.1
|
9%
|
46.1
|
-2%
|
|
|
|
1e2
|
9
|
17.5
|
|
|
26.6
|
-3%
|
59.0
|
-15%
|
|
|
|
1e2
|
10
|
9.8
|
|
|
9.9
|
0%
|
9.8
|
-2%
|
|
|
|
1e1
|
1
|
0.8
|
|
|
13.0
|
-18%
|
1.0
|
-21%
|
|
|
|
1e1
|
2
|
4.1
|
|
|
5.8
|
-2%
|
4.2
|
5%
|
|
|
|
1e1
|
3
|
26.4
|
|
|
28.3
|
-1%
|
35.0
|
-17%
|
|
|
|
1e1
|
4
|
15.5
|
|
|
16.1
|
0%
|
15.2
|
0%
|
|
|
|
1e1
|
5
|
18.8
|
|
|
20.1
|
8%
|
19.3
|
9%
|
|
|
|
1e1
|
6
|
9.6
|
|
|
15.3
|
-6%
|
10.3
|
-3%
|
|
|
|
1e1
|
7
|
19.9
|
|
|
29.0
|
-5%
|
23.0
|
-13%
|
|
|
|
1e1
|
8
|
38.3
|
|
|
41.4
|
0%
|
32.6
|
6%
|
|
|
|
1e1
|
9
|
28.3
|
|
|
29.1
|
0%
|
29.2
|
-1%
|
|
|
|
1e1
|
10
|
9.9
|
|
|
9.9
|
7%
|
10.0
|
5%
|
|
|
|
2e0
|
1
|
0.8
|
|
|
0.8
|
7%
|
1.6
|
-30%
|
|
|
|
2e0
|
2
|
4.2
|
|
|
3.5
|
4%
|
4.0
|
-4%
|
|
|
|
2e0
|
3
|
40.7
|
|
|
38.9
|
8%
|
54.3
|
-10%
|
|
|
|
2e0
|
4
|
20.5
|
|
|
30.4
|
286%
|
|
|
|
|
|
2e0
|
5
|
26.3
|
|
|
26.6
|
-1%
|
|
|
|
|
|
2e0
|
6
|
8.7
|
|
|
12.6
|
4%
|
|
|
|
|
|
2e0
|
7
|
26.2
|
|
|
48.9
|
-19%
|
|
|
|
|
|
2e0
|
8
|
|
|
|
35.6
|
|
|
|
|
|
|
2e0
|
9
|
|
|
|
24.2
|
|
|
|
|
|
|
2e0
|
10
|
9.3
|
|
|
8.7
|
9%
|
9.5
|
3%
|
|
|
NA fraction
by NA fraction Size (k=1e2, unsorted)
|
NA fraction
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
0.4
|
|
|
0.4
|
15%
|
0.4
|
33%
|
|
|
|
0
|
1e8
|
3.4
|
|
|
3.1
|
16%
|
3.3
|
3%
|
|
|
|
0
|
1e9
|
66.1
|
|
|
63.5
|
11%
|
79.1
|
-4%
|
|
|
Sortedness
by NA fraction Size (k=1e2, no NA)
|
Sorted
|
Size
|
Now
|
LastRun
|
LR ∆
|
LastWeek
|
LW ∆
|
LastMonth
|
LM ∆
|
LastYear
|
LY ∆
|
|
0
|
1e7
|
0.4
|
|
|
0.4
|
15%
|
0.4
|
33%
|
|
|
|
0
|
1e8
|
3.4
|
|
|
3.1
|
16%
|
3.3
|
3%
|
|
|
|
0
|
1e9
|
66.1
|
|
|
63.5
|
11%
|
79.1
|
-4%
|
|
|
|
1
|
1e7
|
0.3
|
|
|
0.3
|
-4%
|
0.3
|
-6%
|
|
|
|
1
|
1e8
|
3.2
|
|
|
3.1
|
7%
|
3.5
|
0%
|
|
|
|
1
|
1e9
|
24.9
|
|
|
23.1
|
49%
|
37.9
|
-23%
|
|
|
join
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Details
Environment
Nodename: mr-dl11
Report was generated on: 2020-04-22 21:36:48 PDT.